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ORCIDBibTeX records: J. Zico Kolter
@article{DBLP:journals/corr/abs-2401-06121,
author = {Pratyush Maini and
Zhili Feng and
Avi Schwarzschild and
Zachary C. Lipton and
J. Zico Kolter},
title = {{TOFU:} {A} Task of Fictitious Unlearning for LLMs},
journal = {CoRR},
volume = {abs/2401.06121},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.06121},
doi = {10.48550/ARXIV.2401.06121},
eprinttype = {arXiv},
eprint = {2401.06121},
timestamp = {Thu, 25 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-06121.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2401-06890,
author = {Zhili Feng and
Michal Moshkovitz and
Dotan Di Castro and
J. Zico Kolter},
title = {An Axiomatic Approach to Model-Agnostic Concept Explanations},
journal = {CoRR},
volume = {abs/2401.06890},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.06890},
doi = {10.48550/ARXIV.2401.06890},
eprinttype = {arXiv},
eprint = {2401.06890},
timestamp = {Thu, 01 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-06890.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2401-08639,
author = {Zhengyang Geng and
Ashwini Pokle and
J. Zico Kolter},
title = {One-Step Diffusion Distillation via Deep Equilibrium Models},
journal = {CoRR},
volume = {abs/2401.08639},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.08639},
doi = {10.48550/ARXIV.2401.08639},
eprinttype = {arXiv},
eprint = {2401.08639},
timestamp = {Thu, 01 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-08639.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-13410,
author = {Dylan Sam and
Rattana Pukdee and
Daniel P. Jeong and
Yewon Byun and
J. Zico Kolter},
title = {Bayesian Neural Networks with Domain Knowledge Priors},
journal = {CoRR},
volume = {abs/2402.13410},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.13410},
doi = {10.48550/ARXIV.2402.13410},
eprinttype = {arXiv},
eprint = {2402.13410},
timestamp = {Thu, 21 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-13410.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-17762,
author = {Mingjie Sun and
Xinlei Chen and
J. Zico Kolter and
Zhuang Liu},
title = {Massive Activations in Large Language Models},
journal = {CoRR},
volume = {abs/2402.17762},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.17762},
doi = {10.48550/ARXIV.2402.17762},
eprinttype = {arXiv},
eprint = {2402.17762},
timestamp = {Mon, 25 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-17762.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-03772,
author = {Victor Akinwande and
J. Zico Kolter},
title = {AcceleratedLiNGAM: Learning Causal DAGs at the speed of GPUs},
journal = {CoRR},
volume = {abs/2403.03772},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.03772},
doi = {10.48550/ARXIV.2403.03772},
eprinttype = {arXiv},
eprint = {2403.03772},
timestamp = {Wed, 03 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-03772.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-03896,
author = {Tianshu Huang and
John Miller and
Akarsh Prabhakara and
Tao Jin and
Tarana Laroia and
Zico Kolter and
Anthony Rowe},
title = {{DART:} Implicit Doppler Tomography for Radar Novel View Synthesis},
journal = {CoRR},
volume = {abs/2403.03896},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.03896},
doi = {10.48550/ARXIV.2403.03896},
eprinttype = {arXiv},
eprint = {2403.03896},
timestamp = {Wed, 03 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-03896.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-19103,
author = {Yutong He and
Alexander Robey and
Naoki Murata and
Yiding Jiang and
Joshua Williams and
George J. Pappas and
Hamed Hassani and
Yuki Mitsufuji and
Ruslan Salakhutdinov and
J. Zico Kolter},
title = {Automated Black-box Prompt Engineering for Personalized Text-to-Image
Generation},
journal = {CoRR},
volume = {abs/2403.19103},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.19103},
doi = {10.48550/ARXIV.2403.19103},
eprinttype = {arXiv},
eprint = {2403.19103},
timestamp = {Wed, 10 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-19103.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/FengWK23,
author = {Zhili Feng and
Ezra Winston and
J. Zico Kolter},
title = {Monotone deep Boltzmann machines},
journal = {Trans. Mach. Learn. Res.},
volume = {2023},
year = {2023},
url = {https://openreview.net/forum?id=SgTKk6ryPr},
timestamp = {Thu, 18 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/FengWK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/TrockmanK23,
author = {Asher Trockman and
J. Zico Kolter},
title = {Patches Are All You Need?},
journal = {Trans. Mach. Learn. Res.},
volume = {2023},
year = {2023},
url = {https://openreview.net/forum?id=rAnB7JSMXL},
timestamp = {Thu, 18 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/TrockmanK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/LingKF23,
author = {Chun Kai Ling and
J. Zico Kolter and
Fei Fang},
editor = {Brian Williams and
Yiling Chen and
Jennifer Neville},
title = {Function Approximation for Solving Stackelberg Equilibrium in Large
Perfect Information Games},
booktitle = {Thirty-Seventh {AAAI} Conference on Artificial Intelligence, {AAAI}
2023, Thirty-Fifth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2023, Thirteenth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2023, Washington, DC, USA, February
7-14, 2023},
pages = {5764--5772},
publisher = {{AAAI} Press},
year = {2023},
url = {https://doi.org/10.1609/aaai.v37i5.25715},
doi = {10.1609/AAAI.V37I5.25715},
timestamp = {Wed, 07 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aaai/LingKF23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/SamK23,
author = {Dylan Sam and
J. Zico Kolter},
editor = {Brian Williams and
Yiling Chen and
Jennifer Neville},
title = {Losses over Labels: Weakly Supervised Learning via Direct Loss Construction},
booktitle = {Thirty-Seventh {AAAI} Conference on Artificial Intelligence, {AAAI}
2023, Thirty-Fifth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2023, Thirteenth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2023, Washington, DC, USA, February
7-14, 2023},
pages = {9695--9703},
publisher = {{AAAI} Press},
year = {2023},
url = {https://doi.org/10.1609/aaai.v37i8.26159},
doi = {10.1609/AAAI.V37I8.26159},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/SamK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/BaharloueiSRK23,
author = {Sina Baharlouei and
Fatemeh Sheikholeslami and
Meisam Razaviyayn and
Zico Kolter},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Improving Adversarial Robustness via Joint Classification and Multiple
Explicit Detection Classes},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {11059--11078},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/baharlouei23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/BaharloueiSRK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/SunK23,
author = {Mingjie Sun and
Zico Kolter},
title = {Single Image Backdoor Inversion via Robust Smoothed Classifiers},
booktitle = {{IEEE/CVF} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2023, Vancouver, BC, Canada, June 17-24, 2023},
pages = {8113--8122},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/CVPR52729.2023.00784},
doi = {10.1109/CVPR52729.2023.00784},
timestamp = {Mon, 28 Aug 2023 16:14:07 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/SunK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/GoyalKGKR23,
author = {Sachin Goyal and
Ananya Kumar and
Sankalp Garg and
Zico Kolter and
Aditi Raghunathan},
title = {Finetune like you pretrain: Improved finetuning of zero-shot vision
models},
booktitle = {{IEEE/CVF} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2023, Vancouver, BC, Canada, June 17-24, 2023},
pages = {19338--19347},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/CVPR52729.2023.01853},
doi = {10.1109/CVPR52729.2023.01853},
timestamp = {Tue, 29 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/GoyalKGKR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/RamanMKLP23,
author = {Mrigank Raman and
Pratyush Maini and
J. Zico Kolter and
Zachary C. Lipton and
Danish Pruthi},
editor = {Houda Bouamor and
Juan Pino and
Kalika Bali},
title = {Model-tuning Via Prompts Makes {NLP} Models Adversarially Robust},
booktitle = {Proceedings of the 2023 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2023, Singapore, December 6-10, 2023},
pages = {9266--9286},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.emnlp-main.576},
doi = {10.18653/V1/2023.EMNLP-MAIN.576},
timestamp = {Fri, 12 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/RamanMKLP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/Belbute-PeresK23,
author = {Filipe de Avila Belbute{-}Peres and
J. Zico Kolter},
title = {Simple initialization and parametrization of sinusoidal networks via
their kernel bandwidth},
booktitle = {The Eleventh International Conference on Learning Representations,
{ICLR} 2023, Kigali, Rwanda, May 1-5, 2023},
publisher = {OpenReview.net},
year = {2023},
url = {https://openreview.net/pdf?id=yVqC6gCNf4d},
timestamp = {Fri, 30 Jun 2023 14:38:38 +0200},
biburl = {https://dblp.org/rec/conf/iclr/Belbute-PeresK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/CarliniTDRSK23,
author = {Nicholas Carlini and
Florian Tram{\`{e}}r and
Krishnamurthy (Dj) Dvijotham and
Leslie Rice and
Mingjie Sun and
J. Zico Kolter},
title = {(Certified!!) Adversarial Robustness for Free!},
booktitle = {The Eleventh International Conference on Learning Representations,
{ICLR} 2023, Kigali, Rwanda, May 1-5, 2023},
publisher = {OpenReview.net},
year = {2023},
url = {https://openreview.net/pdf?id=JLg5aHHv7j},
timestamp = {Fri, 30 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/CarliniTDRSK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/SokotaDKLLMBK23,
author = {Samuel Sokota and
Ryan D'Orazio and
J. Zico Kolter and
Nicolas Loizou and
Marc Lanctot and
Ioannis Mitliagkas and
Noam Brown and
Christian Kroer},
title = {A Unified Approach to Reinforcement Learning, Quantal Response Equilibria,
and Two-Player Zero-Sum Games},
booktitle = {The Eleventh International Conference on Learning Representations,
{ICLR} 2023, Kigali, Rwanda, May 1-5, 2023},
publisher = {OpenReview.net},
year = {2023},
url = {https://openreview.net/pdf?id=DpE5UYUQzZH},
timestamp = {Fri, 30 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/SokotaDKLLMBK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/TrockmanWK23,
author = {Asher Trockman and
Devin Willmott and
J. Zico Kolter},
title = {Understanding the Covariance Structure of Convolutional Filters},
booktitle = {The Eleventh International Conference on Learning Representations,
{ICLR} 2023, Kigali, Rwanda, May 1-5, 2023},
publisher = {OpenReview.net},
year = {2023},
url = {https://openreview.net/pdf?id=WGApODQvwRg},
timestamp = {Fri, 30 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/TrockmanWK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/WittSKFS23,
author = {Christian Schr{\"{o}}der de Witt and
Samuel Sokota and
J. Zico Kolter and
Jakob Nicolaus Foerster and
Martin Strohmeier},
title = {Perfectly Secure Steganography Using Minimum Entropy Coupling},
booktitle = {The Eleventh International Conference on Learning Representations,
{ICLR} 2023, Kigali, Rwanda, May 1-5, 2023},
publisher = {OpenReview.net},
year = {2023},
url = {https://openreview.net/pdf?id=HQ67mj5rJdR},
timestamp = {Fri, 30 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/WittSKFS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/Zhai0KR23,
author = {Runtian Zhai and
Chen Dan and
J. Zico Kolter and
Pradeep Kumar Ravikumar},
title = {Understanding Why Generalized Reweighting Does Not Improve Over {ERM}},
booktitle = {The Eleventh International Conference on Learning Representations,
{ICLR} 2023, Kigali, Rwanda, May 1-5, 2023},
publisher = {OpenReview.net},
year = {2023},
url = {https://openreview.net/pdf?id=ashPce\_W8F-},
timestamp = {Fri, 30 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/Zhai0KR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MainiMSLKZ23,
author = {Pratyush Maini and
Michael Curtis Mozer and
Hanie Sedghi and
Zachary Chase Lipton and
J. Zico Kolter and
Chiyuan Zhang},
editor = {Andreas Krause and
Emma Brunskill and
Kyunghyun Cho and
Barbara Engelhardt and
Sivan Sabato and
Jonathan Scarlett},
title = {Can Neural Network Memorization Be Localized?},
booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July
2023, Honolulu, Hawaii, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {202},
pages = {23536--23557},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v202/maini23a.html},
timestamp = {Mon, 28 Aug 2023 17:23:08 +0200},
biburl = {https://dblp.org/rec/conf/icml/MainiMSLKZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SokotaDL0KB23,
author = {Samuel Sokota and
Ryan D'Orazio and
Chun Kai Ling and
David J. Wu and
J. Zico Kolter and
Noam Brown},
editor = {Andreas Krause and
Emma Brunskill and
Kyunghyun Cho and
Barbara Engelhardt and
Sivan Sabato and
Jonathan Scarlett},
title = {Abstracting Imperfect Information Away from Two-Player Zero-Sum Games},
booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July
2023, Honolulu, Hawaii, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {202},
pages = {32169--32193},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v202/sokota23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/SokotaDL0KB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/TrockmanK23,
author = {Asher Trockman and
J. Zico Kolter},
editor = {Andreas Krause and
Emma Brunskill and
Kyunghyun Cho and
Barbara Engelhardt and
Sivan Sabato and
Jonathan Scarlett},
title = {Mimetic Initialization of Self-Attention Layers},
booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July
2023, Honolulu, Hawaii, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {202},
pages = {34456--34468},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v202/trockman23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/TrockmanK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/l4dc/GurumurthyMK23,
author = {Swaminathan Gurumurthy and
Zachary Manchester and
J. Zico Kolter},
editor = {Nikolai Matni and
Manfred Morari and
George J. Pappas},
title = {Practical Critic Gradient based Actor Critic for On-Policy Reinforcement
Learning},
booktitle = {Learning for Dynamics and Control Conference, {L4DC} 2023, 15-16 June
2023, Philadelphia, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {211},
pages = {625--638},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v211/gurumurthy23a.html},
timestamp = {Fri, 16 Jun 2023 14:48:17 +0200},
biburl = {https://dblp.org/rec/conf/l4dc/GurumurthyMK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/l4dc/GurumurthyKM23,
author = {Swaminathan Gurumurthy and
J. Zico Kolter and
Zachary Manchester},
editor = {Nikolai Matni and
Manfred Morari and
George J. Pappas},
title = {Deep Off-Policy Iterative Learning Control},
booktitle = {Learning for Dynamics and Control Conference, {L4DC} 2023, 15-16 June
2023, Philadelphia, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {211},
pages = {639--652},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v211/gurumurthy23b.html},
timestamp = {Fri, 16 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/l4dc/GurumurthyKM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/GengPK23,
author = {Zhengyang Geng and
Ashwini Pokle and
J. Zico Kolter},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {One-Step Diffusion Distillation via Deep Equilibrium Models},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference
on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
LA, USA, December 10 - 16, 2023},
year = {2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/82f05a105c928c10706213952bf0c8b7-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/GengPK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/JiangKR23,
author = {Yiding Jiang and
J. Zico Kolter and
Roberta Raileanu},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {On the Importance of Exploration for Generalization in Reinforcement
Learning},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference
on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
LA, USA, December 10 - 16, 2023},
year = {2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/2a4310c4fd24bd336aa2f64f93cb5d39-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/JiangKR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/KothaBKD023,
author = {Suhas Kotha and
Christopher Brix and
J. Zico Kolter and
Krishnamurthy Dvijotham and
Huan Zhang},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Provably Bounding Neural Network Preimages},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference
on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
LA, USA, December 10 - 16, 2023},
year = {2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/fe061ec0ae03c5cf5b5323a2b9121bfd-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/KothaBKD023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ManikandanJK23,
author = {Hariharan Manikandan and
Yiding Jiang and
J. Zico Kolter},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Language Models are Weak Learners},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference
on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
LA, USA, December 10 - 16, 2023},
year = {2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/9f94298bac4668db4dc77ddb0a244301-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/ManikandanJK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/MarwahPKL0R23,
author = {Tanya Marwah and
Ashwini Pokle and
J. Zico Kolter and
Zachary C. Lipton and
Jianfeng Lu and
Andrej Risteski},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Deep Equilibrium Based Neural Operators for Steady-State PDEs},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference
on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
LA, USA, December 10 - 16, 2023},
year = {2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/32cc61322f1e2f56f989d29ccc7cfbb7-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/MarwahPKL0R23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/PukdeeSKBR23,
author = {Rattana Pukdee and
Dylan Sam and
J. Zico Kolter and
Maria{-}Florina Balcan and
Pradeep Ravikumar},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Learning with Explanation Constraints},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference
on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
LA, USA, December 10 - 16, 2023},
year = {2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/9c537882044c8b5352c363e840872ddb-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/PukdeeSKBR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ZhouYBCJSKF23,
author = {Allan Zhou and
Kaien Yang and
Kaylee Burns and
Adriano Cardace and
Yiding Jiang and
Samuel Sokota and
J. Zico Kolter and
Chelsea Finn},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Permutation Equivariant Neural Functionals},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference
on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
LA, USA, December 10 - 16, 2023},
year = {2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/4e9d8aeeab6120c3c83ccf95d4c211d3-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/ZhouYBCJSKF23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ZhouYJBXSKF23,
author = {Allan Zhou and
Kaien Yang and
Yiding Jiang and
Kaylee Burns and
Winnie Xu and
Samuel Sokota and
J. Zico Kolter and
Chelsea Finn},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Neural Functional Transformers},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference
on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
LA, USA, December 10 - 16, 2023},
year = {2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/f4757db82a02eea015670ecca605d5cc-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/ZhouYJBXSKF23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wacv/VenkateshWK23,
author = {Rahul Venkatesh and
Eric Wong and
Zico Kolter},
title = {Adversarial robustness in discontinuous spaces via alternating sampling
{\&} descent},
booktitle = {{IEEE/CVF} Winter Conference on Applications of Computer Vision, {WACV}
2023, Waikoloa, HI, USA, January 2-7, 2023},
pages = {4651--4660},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/WACV56688.2023.00464},
doi = {10.1109/WACV56688.2023.00464},
timestamp = {Tue, 14 Feb 2023 22:26:55 +0100},
biburl = {https://dblp.org/rec/conf/wacv/VenkateshWK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2301-09159,
author = {Samuel Sokota and
Ryan D'Orazio and
Chun Kai Ling and
David J. Wu and
J. Zico Kolter and
Noam Brown},
title = {Abstracting Imperfect Information Away from Two-Player Zero-Sum Games},
journal = {CoRR},
volume = {abs/2301.09159},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2301.09159},
doi = {10.48550/ARXIV.2301.09159},
eprinttype = {arXiv},
eprint = {2301.09159},
timestamp = {Thu, 26 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2301-09159.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-01404,
author = {Suhas Kotha and
Christopher Brix and
Zico Kolter and
Krishnamurthy Dvijotham and
Huan Zhang},
title = {Provably Bounding Neural Network Preimages},
journal = {CoRR},
volume = {abs/2302.01404},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.01404},
doi = {10.48550/ARXIV.2302.01404},
eprinttype = {arXiv},
eprint = {2302.01404},
timestamp = {Fri, 21 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-01404.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-14040,
author = {Allan Zhou and
Kaien Yang and
Kaylee Burns and
Yiding Jiang and
Samuel Sokota and
J. Zico Kolter and
Chelsea Finn},
title = {Permutation Equivariant Neural Functionals},
journal = {CoRR},
volume = {abs/2302.14040},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.14040},
doi = {10.48550/ARXIV.2302.14040},
eprinttype = {arXiv},
eprint = {2302.14040},
timestamp = {Tue, 28 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-14040.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2303-00215,
author = {Mingjie Sun and
Zico Kolter},
title = {Single Image Backdoor Inversion via Robust Smoothed Classifiers},
journal = {CoRR},
volume = {abs/2303.00215},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2303.00215},
doi = {10.48550/ARXIV.2303.00215},
eprinttype = {arXiv},
eprint = {2303.00215},
timestamp = {Mon, 06 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2303-00215.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2303-07320,
author = {Mrigank Raman and
Pratyush Maini and
J. Zico Kolter and
Zachary C. Lipton and
Danish Pruthi},
title = {Model-tuning Via Prompts Makes {NLP} Models Adversarially Robust},
journal = {CoRR},
volume = {abs/2303.07320},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2303.07320},
doi = {10.48550/ARXIV.2303.07320},
eprinttype = {arXiv},
eprint = {2303.07320},
timestamp = {Thu, 16 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2303-07320.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2303-07675,
author = {Mukul Bhutani and
J. Zico Kolter},
title = {Sinkhorn-Flow: Predicting Probability Mass Flow in Dynamical Systems
Using Optimal Transport},
journal = {CoRR},
volume = {abs/2303.07675},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2303.07675},
doi = {10.48550/ARXIV.2303.07675},
eprinttype = {arXiv},
eprint = {2303.07675},
timestamp = {Mon, 20 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2303-07675.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2303-14496,
author = {Rattana Pukdee and
Dylan Sam and
J. Zico Kolter and
Maria{-}Florina Balcan and
Pradeep Ravikumar},
title = {Learning with Explanation Constraints},
journal = {CoRR},
volume = {abs/2303.14496},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2303.14496},
doi = {10.48550/ARXIV.2303.14496},
eprinttype = {arXiv},
eprint = {2303.14496},
timestamp = {Fri, 14 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2303-14496.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2304-11153,
author = {Paul Vicol and
Zico Kolter and
Kevin Swersky},
title = {Low-Variance Gradient Estimation in Unrolled Computation Graphs with
ES-Single},
journal = {CoRR},
volume = {abs/2304.11153},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2304.11153},
doi = {10.48550/ARXIV.2304.11153},
eprinttype = {arXiv},
eprint = {2304.11153},
timestamp = {Tue, 02 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2304-11153.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2304-13138,
author = {Samuel Sokota and
Gabriele Farina and
David J. Wu and
Hengyuan Hu and
Kevin A. Wang and
J. Zico Kolter and
Noam Brown},
title = {The Update Equivalence Framework for Decision-Time Planning},
journal = {CoRR},
volume = {abs/2304.13138},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2304.13138},
doi = {10.48550/ARXIV.2304.13138},
eprinttype = {arXiv},
eprint = {2304.13138},
timestamp = {Wed, 03 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2304-13138.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-09828,
author = {Asher Trockman and
J. Zico Kolter},
title = {Mimetic Initialization of Self-Attention Layers},
journal = {CoRR},
volume = {abs/2305.09828},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.09828},
doi = {10.48550/ARXIV.2305.09828},
eprinttype = {arXiv},
eprint = {2305.09828},
timestamp = {Wed, 24 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-09828.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-13546,
author = {Allan Zhou and
Kaien Yang and
Yiding Jiang and
Kaylee Burns and
Winnie Xu and
Samuel Sokota and
J. Zico Kolter and
Chelsea Finn},
title = {Neural Functional Transformers},
journal = {CoRR},
volume = {abs/2305.13546},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.13546},
doi = {10.48550/ARXIV.2305.13546},
eprinttype = {arXiv},
eprint = {2305.13546},
timestamp = {Mon, 05 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-13546.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-00788,
author = {Runtian Zhai and
Bingbin Liu and
Andrej Risteski and
Zico Kolter and
Pradeep Ravikumar},
title = {Understanding Augmentation-based Self-Supervised Representation Learning
via {RKHS} Approximation},
journal = {CoRR},
volume = {abs/2306.00788},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.00788},
doi = {10.48550/ARXIV.2306.00788},
eprinttype = {arXiv},
eprint = {2306.00788},
timestamp = {Mon, 12 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-00788.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-04793,
author = {Yiding Jiang and
Christina Baek and
J. Zico Kolter},
title = {On the Joint Interaction of Models, Data, and Features},
journal = {CoRR},
volume = {abs/2306.04793},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.04793},
doi = {10.48550/ARXIV.2306.04793},
eprinttype = {arXiv},
eprint = {2306.04793},
timestamp = {Wed, 14 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-04793.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-05483,
author = {Yiding Jiang and
J. Zico Kolter and
Roberta Raileanu},
title = {On the Importance of Exploration for Generalization in Reinforcement
Learning},
journal = {CoRR},
volume = {abs/2306.05483},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.05483},
doi = {10.48550/ARXIV.2306.05483},
eprinttype = {arXiv},
eprint = {2306.05483},
timestamp = {Wed, 14 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-05483.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-11695,
author = {Mingjie Sun and
Zhuang Liu and
Anna Bair and
J. Zico Kolter},
title = {A Simple and Effective Pruning Approach for Large Language Models},
journal = {CoRR},
volume = {abs/2306.11695},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.11695},
doi = {10.48550/ARXIV.2306.11695},
eprinttype = {arXiv},
eprint = {2306.11695},
timestamp = {Fri, 23 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-11695.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-14101,
author = {Hariharan Manikandan and
Yiding Jiang and
J. Zico Kolter},
title = {Language models are weak learners},
journal = {CoRR},
volume = {abs/2306.14101},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.14101},
doi = {10.48550/ARXIV.2306.14101},
eprinttype = {arXiv},
eprint = {2306.14101},
timestamp = {Tue, 27 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-14101.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-14636,
author = {Yutong He and
Ruslan Salakhutdinov and
J. Zico Kolter},
title = {Localized Text-to-Image Generation for Free via Cross Attention Control},
journal = {CoRR},
volume = {abs/2306.14636},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.14636},
doi = {10.48550/ARXIV.2306.14636},
eprinttype = {arXiv},
eprint = {2306.14636},
timestamp = {Tue, 27 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-14636.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-03132,
author = {Pratyush Maini and
Sachin Goyal and
Zachary C. Lipton and
J. Zico Kolter and
Aditi Raghunathan},
title = {{T-MARS:} Improving Visual Representations by Circumventing Text Feature
Learning},
journal = {CoRR},
volume = {abs/2307.03132},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2307.03132},
doi = {10.48550/ARXIV.2307.03132},
eprinttype = {arXiv},
eprint = {2307.03132},
timestamp = {Mon, 10 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2307-03132.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-04317,
author = {Zhili Feng and
Anna Bair and
J. Zico Kolter},
title = {Leveraging Multiple Descriptive Features for Robust Few-shot Image
Learning},
journal = {CoRR},
volume = {abs/2307.04317},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2307.04317},
doi = {10.48550/ARXIV.2307.04317},
eprinttype = {arXiv},
eprint = {2307.04317},
timestamp = {Mon, 24 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2307-04317.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-04990,
author = {Zhili Feng and
Ezra Winston and
J. Zico Kolter},
title = {Monotone deep Boltzmann machines},
journal = {CoRR},
volume = {abs/2307.04990},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2307.04990},
doi = {10.48550/ARXIV.2307.04990},
eprinttype = {arXiv},
eprint = {2307.04990},
timestamp = {Mon, 24 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2307-04990.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-05486,
author = {Varun Shankar and
Shivam Barwey and
Zico Kolter and
Romit Maulik and
Venkatasubramanian Viswanathan},
title = {Importance of equivariant and invariant symmetries for fluid flow
modeling},
journal = {CoRR},
volume = {abs/2307.05486},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2307.05486},
doi = {10.48550/ARXIV.2307.05486},
eprinttype = {arXiv},
eprint = {2307.05486},
timestamp = {Thu, 27 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2307-05486.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-09542,
author = {Pratyush Maini and
Michael C. Mozer and
Hanie Sedghi and
Zachary C. Lipton and
J. Zico Kolter and
Chiyuan Zhang},
title = {Can Neural Network Memorization Be Localized?},
journal = {CoRR},
volume = {abs/2307.09542},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2307.09542},
doi = {10.48550/ARXIV.2307.09542},
eprinttype = {arXiv},
eprint = {2307.09542},
timestamp = {Tue, 25 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2307-09542.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-15043,
author = {Andy Zou and
Zifan Wang and
J. Zico Kolter and
Matt Fredrikson},
title = {Universal and Transferable Adversarial Attacks on Aligned Language
Models},
journal = {CoRR},
volume = {abs/2307.15043},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2307.15043},
doi = {10.48550/ARXIV.2307.15043},
eprinttype = {arXiv},
eprint = {2307.15043},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2307-15043.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-01405,
author = {Andy Zou and
Long Phan and
Sarah Chen and
James Campbell and
Phillip Guo and
Richard Ren and
Alexander Pan and
Xuwang Yin and
Mantas Mazeika and
Ann{-}Kathrin Dombrowski and
Shashwat Goel and
Nathaniel Li and
Michael J. Byun and
Zifan Wang and
Alex Mallen and
Steven Basart and
Sanmi Koyejo and
Dawn Song and
Matt Fredrikson and
J. Zico Kolter and
Dan Hendrycks},
title = {Representation Engineering: {A} Top-Down Approach to {AI} Transparency},
journal = {CoRR},
volume = {abs/2310.01405},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.01405},
doi = {10.48550/ARXIV.2310.01405},
eprinttype = {arXiv},
eprint = {2310.01405},
timestamp = {Wed, 18 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-01405.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-03957,
author = {Victor Akinwande and
Yiding Jiang and
Dylan Sam and
J. Zico Kolter},
title = {Understanding prompt engineering may not require rethinking generalization},
journal = {CoRR},
volume = {abs/2310.03957},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.03957},
doi = {10.48550/ARXIV.2310.03957},
eprinttype = {arXiv},
eprint = {2310.03957},
timestamp = {Thu, 19 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-03957.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-04941,
author = {Eungyeup Kim and
Mingjie Sun and
Aditi Raghunathan and
Zico Kolter},
title = {Reliable Test-Time Adaptation via Agreement-on-the-Line},
journal = {CoRR},
volume = {abs/2310.04941},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.04941},
doi = {10.48550/ARXIV.2310.04941},
eprinttype = {arXiv},
eprint = {2310.04941},
timestamp = {Fri, 20 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-04941.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-14062,
author = {Zhili Feng and
J. Zico Kolter},
title = {On the Neural Tangent Kernel of Equilibrium Models},
journal = {CoRR},
volume = {abs/2310.14062},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.14062},
doi = {10.48550/ARXIV.2310.14062},
eprinttype = {arXiv},
eprint = {2310.14062},
timestamp = {Fri, 27 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-14062.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-18605,
author = {Zhengyang Geng and
J. Zico Kolter},
title = {TorchDEQ: {A} Library for Deep Equilibrium Models},
journal = {CoRR},
volume = {abs/2310.18605},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.18605},
doi = {10.48550/ARXIV.2310.18605},
eprinttype = {arXiv},
eprint = {2310.18605},
timestamp = {Thu, 02 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-18605.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-14885,
author = {Melrose Roderick and
Gaurav Manek and
Felix Berkenkamp and
J. Zico Kolter},
title = {Projected Off-Policy Q-Learning {(POP-QL)} for Stabilizing Offline
Reinforcement Learning},
journal = {CoRR},
volume = {abs/2311.14885},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.14885},
doi = {10.48550/ARXIV.2311.14885},
eprinttype = {arXiv},
eprint = {2311.14885},
timestamp = {Thu, 30 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-14885.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-16424,
author = {Yutong He and
Naoki Murata and
Chieh{-}Hsin Lai and
Yuhta Takida and
Toshimitsu Uesaka and
Dongjun Kim and
Wei{-}Hsiang Liao and
Yuki Mitsufuji and
J. Zico Kolter and
Ruslan Salakhutdinov and
Stefano Ermon},
title = {Manifold Preserving Guided Diffusion},
journal = {CoRR},
volume = {abs/2311.16424},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.16424},
doi = {10.48550/ARXIV.2311.16424},
eprinttype = {arXiv},
eprint = {2311.16424},
timestamp = {Mon, 04 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-16424.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2312-00234,
author = {Tanya Marwah and
Ashwini Pokle and
J. Zico Kolter and
Zachary C. Lipton and
Jianfeng Lu and
Andrej Risteski},
title = {Deep Equilibrium Based Neural Operators for Steady-State PDEs},
journal = {CoRR},
volume = {abs/2312.00234},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2312.00234},
doi = {10.48550/ARXIV.2312.00234},
eprinttype = {arXiv},
eprint = {2312.00234},
timestamp = {Fri, 08 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2312-00234.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2312-17411,
author = {Melrose Roderick and
Felix Berkenkamp and
Fatemeh Sheikholeslami and
Zico Kolter},
title = {Generative Posterior Networks for Approximately Bayesian Epistemic
Uncertainty Estimation},
journal = {CoRR},
volume = {abs/2312.17411},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2312.17411},
doi = {10.48550/ARXIV.2312.17411},
eprinttype = {arXiv},
eprint = {2312.17411},
timestamp = {Fri, 19 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2312-17411.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/BaiGSK22,
author = {Shaojie Bai and
Zhengyang Geng and
Yash Savani and
J. Zico Kolter},
title = {Deep Equilibrium Optical Flow Estimation},
booktitle = {{IEEE/CVF} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2022, New Orleans, LA, USA, June 18-24, 2022},
pages = {610--620},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/CVPR52688.2022.00070},
doi = {10.1109/CVPR52688.2022.00070},
timestamp = {Tue, 04 Oct 2022 15:11:56 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/BaiGSK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eccv/BehrmannGKGN22,
author = {Nadine Behrmann and
S. Alireza Golestaneh and
Zico Kolter and
J{\"{u}}rgen Gall and
Mehdi Noroozi},
editor = {Shai Avidan and
Gabriel J. Brostow and
Moustapha Ciss{\'{e}} and
Giovanni Maria Farinella and
Tal Hassner},
title = {Unified Fully and Timestamp Supervised Temporal Action Segmentation
via Sequence to Sequence Translation},
booktitle = {Computer Vision - {ECCV} 2022 - 17th European Conference, Tel Aviv,
Israel, October 23-27, 2022, Proceedings, Part {XXXV}},
series = {Lecture Notes in Computer Science},
volume = {13695},
pages = {52--68},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-19833-5\_4},
doi = {10.1007/978-3-031-19833-5\_4},
timestamp = {Thu, 10 Nov 2022 10:31:52 +0100},
biburl = {https://dblp.org/rec/conf/eccv/BehrmannGKGN22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/BaiKK22,
author = {Shaojie Bai and
Vladlen Koltun and
J. Zico Kolter},
title = {Neural Deep Equilibrium Solvers},
booktitle = {The Tenth International Conference on Learning Representations, {ICLR}
2022, Virtual Event, April 25-29, 2022},
publisher = {OpenReview.net},
year = {2022},
url = {https://openreview.net/forum?id=B0oHOwT5ENL},
timestamp = {Sat, 20 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/BaiKK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/JiangNBK22,
author = {Yiding Jiang and
Vaishnavh Nagarajan and
Christina Baek and
J. Zico Kolter},
title = {Assessing Generalization of {SGD} via Disagreement},
booktitle = {The Tenth International Conference on Learning Representations, {ICLR}
2022, Virtual Event, April 25-29, 2022},
publisher = {OpenReview.net},
year = {2022},
url = {https://openreview.net/forum?id=WvOGCEAQhxl},
timestamp = {Sat, 20 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/JiangNBK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/SokotaHWKFB22,
author = {Samuel Sokota and
Hengyuan Hu and
David J. Wu and
J. Zico Kolter and
Jakob Nicolaus Foerster and
Noam Brown},
title = {A Fine-Tuning Approach to Belief State Modeling},
booktitle = {The Tenth International Conference on Learning Representations, {ICLR}
2022, Virtual Event, April 25-29, 2022},
publisher = {OpenReview.net},
year = {2022},
url = {https://openreview.net/forum?id=ckZY7DGa7FQ},
timestamp = {Sun, 11 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/SokotaHWKFB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/WeiK22,
author = {Colin Wei and
J. Zico Kolter},
title = {Certified Robustness for Deep Equilibrium Models via Interval Bound
Propagation},
booktitle = {The Tenth International Conference on Learning Representations, {ICLR}
2022, Virtual Event, April 25-29, 2022},
publisher = {OpenReview.net},
year = {2022},
url = {https://openreview.net/forum?id=y1PXylgrXZ},
timestamp = {Sat, 20 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/WeiK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SokotaWIZTSKWF22,
author = {Samuel Sokota and
Christian A. Schr{\"{o}}der de Witt and
Maximilian Igl and
Luisa M. Zintgraf and
Philip H. S. Torr and
Martin Strohmeier and
J. Zico Kolter and
Shimon Whiteson and
Jakob N. Foerster},
editor = {Kamalika Chaudhuri and
Stefanie Jegelka and
Le Song and
Csaba Szepesv{\'{a}}ri and
Gang Niu and
Sivan Sabato},
title = {Communicating via Markov Decision Processes},
booktitle = {International Conference on Machine Learning, {ICML} 2022, 17-23 July
2022, Baltimore, Maryland, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {162},
pages = {20314--20328},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v162/sokota22a.html},
timestamp = {Tue, 12 Jul 2022 17:36:52 +0200},
biburl = {https://dblp.org/rec/conf/icml/SokotaWIZTSKWF22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Zhang0XWJHK22,
author = {Huan Zhang and
Shiqi Wang and
Kaidi Xu and
Yihan Wang and
Suman Jana and
Cho{-}Jui Hsieh and
J. Zico Kolter},
editor = {Kamalika Chaudhuri and
Stefanie Jegelka and
Le Song and
Csaba Szepesv{\'{a}}ri and
Gang Niu and
Sivan Sabato},
title = {A Branch and Bound Framework for Stronger Adversarial Attacks of ReLU
Networks},
booktitle = {International Conference on Machine Learning, {ICML} 2022, 17-23 July
2022, Baltimore, Maryland, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {162},
pages = {26591--26604},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v162/zhang22ae.html},
timestamp = {Thu, 04 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/Zhang0XWJHK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/AnilPLTWBKG22,
author = {Cem Anil and
Ashwini Pokle and
Kaiqu Liang and
Johannes Treutlein and
Yuhuai Wu and
Shaojie Bai and
J. Zico Kolter and
Roger B. Grosse},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {Path Independent Equilibrium Models Can Better Exploit Test-Time Computation},
booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference
on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans,
LA, USA, November 28 - December 9, 2022},
year = {2022},
url = {http://papers.nips.cc/paper\_files/paper/2022/hash/331c41353b053683e17f7c88a797701d-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/AnilPLTWBKG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/BaekJRK22,
author = {Christina Baek and
Yiding Jiang and
Aditi Raghunathan and
J. Zico Kolter},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {Agreement-on-the-line: Predicting the Performance of Neural Networks
under Distribution Shift},
booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference
on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans,
LA, USA, November 28 - December 9, 2022},
year = {2022},
url = {http://papers.nips.cc/paper\_files/paper/2022/hash/7a8d388b7a17df480856dff1cc079b08-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/BaekJRK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/GoyalSRK22,
author = {Sachin Goyal and
Mingjie Sun and
Aditi Raghunathan and
J. Zico Kolter},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {Test Time Adaptation via Conjugate Pseudo-labels},
booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference
on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans,
LA, USA, November 28 - December 9, 2022},
year = {2022},
url = {http://papers.nips.cc/paper\_files/paper/2022/hash/28e9eff897f98372409b40ae1ed3ea4c-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/GoyalSRK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/JiangLEKF22,
author = {Yiding Jiang and
Evan Zheran Liu and
Benjamin Eysenbach and
J. Zico Kolter and
Chelsea Finn},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {Learning Options via Compression},
booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference
on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans,
LA, USA, November 28 - December 9, 2022},
year = {2022},
url = {http://papers.nips.cc/paper\_files/paper/2022/hash/8567a53e58a9fa4823af356c76ed943c-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/JiangLEKF22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/MainiGLK22,
author = {Pratyush Maini and
Saurabh Garg and
Zachary C. Lipton and
J. Zico Kolter},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {Characterizing Datapoints via Second-Split Forgetting},
booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference
on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans,
LA, USA, November 28 - December 9, 2022},
year = {2022},
url = {http://papers.nips.cc/paper\_files/paper/2022/hash/c20447998d6c624b4b97d4466a3bfff5-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/MainiGLK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ManekK22,
author = {Gaurav Manek and
J. Zico Kolter},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {The Pitfalls of Regularization in Off-Policy {TD} Learning},
booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference
on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans,
LA, USA, November 28 - December 9, 2022},
year = {2022},
url = {http://papers.nips.cc/paper\_files/paper/2022/hash/e78457d4a04b8565f1fe5077df13cddb-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/ManekK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/PokleGK22,
author = {Ashwini Pokle and
Zhengyang Geng and
J. Zico Kolter},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {Deep Equilibrium Approaches to Diffusion Models},
booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference
on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans,
LA, USA, November 28 - December 9, 2022},
year = {2022},
url = {http://papers.nips.cc/paper\_files/paper/2022/hash/f7f47a73d631c0410cbc2748a8015241-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/PokleGK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ShiW0KH22,
author = {Zhouxing Shi and
Yihan Wang and
Huan Zhang and
J. Zico Kolter and
Cho{-}Jui Hsieh},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {Efficiently Computing Local Lipschitz Constants of Neural Networks
via Bound Propagation},
booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference
on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans,
LA, USA, November 28 - December 9, 2022},
year = {2022},
url = {http://papers.nips.cc/paper\_files/paper/2022/hash/0ff54b4ec4f70b3ae12c8621ca8a49f4-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/ShiW0KH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ZhangWXLLJHK22,
author = {Huan Zhang and
Shiqi Wang and
Kaidi Xu and
Linyi Li and
Bo Li and
Suman Jana and
Cho{-}Jui Hsieh and
J. Zico Kolter},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {General Cutting Planes for Bound-Propagation-Based Neural Network
Verification},
booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference
on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans,
LA, USA, November 28 - December 9, 2022},
year = {2022},
url = {http://papers.nips.cc/paper\_files/paper/2022/hash/0b06c8673ebb453e5e468f7743d8f54e-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/ZhangWXLLJHK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2201-09792,
author = {Asher Trockman and
J. Zico Kolter},
title = {Patches Are All You Need?},
journal = {CoRR},
volume = {abs/2201.09792},
year = {2022},
url = {https://arxiv.org/abs/2201.09792},
eprinttype = {arXiv},
eprint = {2201.09792},
timestamp = {Tue, 01 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2201-09792.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2201-12293,
author = {Runtian Zhai and
Chen Dan and
J. Zico Kolter and
Pradeep Ravikumar},
title = {Understanding Why Generalized Reweighting Does Not Improve Over {ERM}},
journal = {CoRR},
volume = {abs/2201.12293},
year = {2022},
url = {https://arxiv.org/abs/2201.12293},
eprinttype = {arXiv},
eprint = {2201.12293},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2201-12293.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-00806,
author = {Taylor A. Howell and
Simon Le Cleac'h and
J. Zico Kolter and
Mac Schwager and
Zachary Manchester},
title = {Dojo: {A} Differentiable Simulator for Robotics},
journal = {CoRR},
volume = {abs/2203.00806},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2203.00806},
doi = {10.48550/ARXIV.2203.00806},
eprinttype = {arXiv},
eprint = {2203.00806},
timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2203-00806.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2204-08442,
author = {Shaojie Bai and
Zhengyang Geng and
Yash Savani and
J. Zico Kolter},
title = {Deep Equilibrium Optical Flow Estimation},
journal = {CoRR},
volume = {abs/2204.08442},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2204.08442},
doi = {10.48550/ARXIV.2204.08442},
eprinttype = {arXiv},
eprint = {2204.08442},
timestamp = {Tue, 19 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2204-08442.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-06154,
author = {Ameya Joshi and
Minh Pham and
Minsu Cho and
Leonid Boytsov and
Filipe Condessa and
J. Zico Kolter and
Chinmay Hegde},
title = {Smooth-Reduce: Leveraging Patches for Improved Certified Robustness},
journal = {CoRR},
volume = {abs/2205.06154},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.06154},
doi = {10.48550/ARXIV.2205.06154},
eprinttype = {arXiv},
eprint = {2205.06154},
timestamp = {Thu, 31 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2205-06154.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-05825,
author = {Samuel Sokota and
Ryan D'Orazio and
J. Zico Kolter and
Nicolas Loizou and
Marc Lanctot and
Ioannis Mitliagkas and
Noam Brown and
Christian Kroer},
title = {A Unified Approach to Reinforcement Learning, Quantal Response Equilibria,
and Two-Player Zero-Sum Games},
journal = {CoRR},
volume = {abs/2206.05825},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.05825},
doi = {10.48550/ARXIV.2206.05825},
eprinttype = {arXiv},
eprint = {2206.05825},
timestamp = {Mon, 20 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-05825.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-10550,
author = {Nicholas Carlini and
Florian Tram{\`{e}}r and
Krishnamurthy Dvijotham and
J. Zico Kolter},
title = {(Certified!!) Adversarial Robustness for Free!},
journal = {CoRR},
volume = {abs/2206.10550},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.10550},
doi = {10.48550/ARXIV.2206.10550},
eprinttype = {arXiv},
eprint = {2206.10550},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-10550.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-12714,
author = {Karren Yang and
Wan{-}Yi Lin and
Manash Barman and
Filipe Condessa and
J. Zico Kolter},
title = {Defending Multimodal Fusion Models against Single-Source Adversaries},
journal = {CoRR},
volume = {abs/2206.12714},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.12714},
doi = {10.48550/ARXIV.2206.12714},
eprinttype = {arXiv},
eprint = {2206.12714},
timestamp = {Mon, 04 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-12714.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-13089,
author = {Christina Baek and
Yiding Jiang and
Aditi Raghunathan and
Zico Kolter},
title = {Agreement-on-the-Line: Predicting the Performance of Neural Networks
under Distribution Shift},
journal = {CoRR},
volume = {abs/2206.13089},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.13089},
doi = {10.48550/ARXIV.2206.13089},
eprinttype = {arXiv},
eprint = {2206.13089},
timestamp = {Mon, 04 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-13089.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2207-09640,
author = {Sachin Goyal and
Mingjie Sun and
Aditi Raghunathan and
Zico Kolter},
title = {Test-Time Adaptation via Conjugate Pseudo-labels},
journal = {CoRR},
volume = {abs/2207.09640},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2207.09640},
doi = {10.48550/ARXIV.2207.09640},
eprinttype = {arXiv},
eprint = {2207.09640},
timestamp = {Mon, 25 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2207-09640.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2208-05740,
author = {Huan Zhang and
Shiqi Wang and
Kaidi Xu and
Linyi Li and
Bo Li and
Suman Jana and
Cho{-}Jui Hsieh and
J. Zico Kolter},
title = {General Cutting Planes for Bound-Propagation-Based Neural Network
Verification},
journal = {CoRR},
volume = {abs/2208.05740},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2208.05740},
doi = {10.48550/ARXIV.2208.05740},
eprinttype = {arXiv},
eprint = {2208.05740},
timestamp = {Wed, 09 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2208-05740.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2209-00638,
author = {Nadine Behrmann and
S. Alireza Golestaneh and
Zico Kolter and
Juergen Gall and
Mehdi Noroozi},
title = {Unified Fully and Timestamp Supervised Temporal Action Segmentation
via Sequence to Sequence Translation},
journal = {CoRR},
volume = {abs/2209.00638},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2209.00638},
doi = {10.48550/ARXIV.2209.00638},
eprinttype = {arXiv},
eprint = {2209.00638},
timestamp = {Thu, 22 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2209-00638.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-03651,
author = {Asher Trockman and
Devin Willmott and
J. Zico Kolter},
title = {Understanding the Covariance Structure of Convolutional Filters},
journal = {CoRR},
volume = {abs/2210.03651},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.03651},
doi = {10.48550/ARXIV.2210.03651},
eprinttype = {arXiv},
eprint = {2210.03651},
timestamp = {Wed, 12 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-03651.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-07394,
author = {Zhouxing Shi and
Yihan Wang and
Huan Zhang and
J. Zico Kolter and
Cho{-}Jui Hsieh},
title = {Efficiently Computing Local Lipschitz Constants of Neural Networks
via Bound Propagation},
journal = {CoRR},
volume = {abs/2210.07394},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.07394},
doi = {10.48550/ARXIV.2210.07394},
eprinttype = {arXiv},
eprint = {2210.07394},
timestamp = {Fri, 23 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-07394.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-12867,
author = {Ashwini Pokle and
Zhengyang Geng and
Zico Kolter},
title = {Deep Equilibrium Approaches to Diffusion Models},
journal = {CoRR},
volume = {abs/2210.12867},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.12867},
doi = {10.48550/ARXIV.2210.12867},
eprinttype = {arXiv},
eprint = {2210.12867},
timestamp = {Fri, 28 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-12867.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-14410,
author = {Sina Baharlouei and
Fatemeh Sheikholeslami and
Meisam Razaviyayn and
Zico Kolter},
title = {Improving Adversarial Robustness via Joint Classification and Multiple
Explicit Detection Classes},
journal = {CoRR},
volume = {abs/2210.14410},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.14410},
doi = {10.48550/ARXIV.2210.14410},
eprinttype = {arXiv},
eprint = {2210.14410},
timestamp = {Mon, 31 Oct 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-14410.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-14889,
author = {Christian Schr{\"{o}}der de Witt and
Samuel Sokota and
J. Zico Kolter and
Jakob N. Foerster and
Martin Strohmeier},
title = {Perfectly Secure Steganography Using Minimum Entropy Coupling},
journal = {CoRR},
volume = {abs/2210.14889},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.14889},
doi = {10.48550/ARXIV.2210.14889},
eprinttype = {arXiv},
eprint = {2210.14889},
timestamp = {Wed, 02 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-14889.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-15031,
author = {Pratyush Maini and
Saurabh Garg and
Zachary C. Lipton and
J. Zico Kolter},
title = {Characterizing Datapoints via Second-Split Forgetting},
journal = {CoRR},
volume = {abs/2210.15031},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.15031},
doi = {10.48550/ARXIV.2210.15031},
eprinttype = {arXiv},
eprint = {2210.15031},
timestamp = {Wed, 02 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-15031.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-09961,
author = {Cem Anil and
Ashwini Pokle and
Kaiqu Liang and
Johannes Treutlein and
Yuhuai Wu and
Shaojie Bai and
Zico Kolter and
Roger B. Grosse},
title = {Path Independent Equilibrium Models Can Better Exploit Test-Time Computation},
journal = {CoRR},
volume = {abs/2211.09961},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.09961},
doi = {10.48550/ARXIV.2211.09961},
eprinttype = {arXiv},
eprint = {2211.09961},
timestamp = {Thu, 24 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-09961.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-14503,
author = {Filipe de Avila Belbute{-}Peres and
J. Zico Kolter},
title = {Simple initialization and parametrization of sinusoidal networks via
their kernel bandwidth},
journal = {CoRR},
volume = {abs/2211.14503},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.14503},
doi = {10.48550/ARXIV.2211.14503},
eprinttype = {arXiv},
eprint = {2211.14503},
timestamp = {Tue, 29 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-14503.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2212-00638,
author = {Sachin Goyal and
Ananya Kumar and
Sankalp Garg and
Zico Kolter and
Aditi Raghunathan},
title = {Finetune like you pretrain: Improved finetuning of zero-shot vision
models},
journal = {CoRR},
volume = {abs/2212.00638},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2212.00638},
doi = {10.48550/ARXIV.2212.00638},
eprinttype = {arXiv},
eprint = {2212.00638},
timestamp = {Thu, 08 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2212-00638.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2212-04590,
author = {Yiding Jiang and
Evan Zheran Liu and
Benjamin Eysenbach and
Zico Kolter and
Chelsea Finn},
title = {Learning Options via Compression},
journal = {CoRR},
volume = {abs/2212.04590},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2212.04590},
doi = {10.48550/ARXIV.2212.04590},
eprinttype = {arXiv},
eprint = {2212.04590},
timestamp = {Mon, 02 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2212-04590.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2212-06921,
author = {Dylan Sam and
J. Zico Kolter},
title = {Losses over Labels: Weakly Supervised Learning via Direct Loss Construction},
journal = {CoRR},
volume = {abs/2212.06921},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2212.06921},
doi = {10.48550/ARXIV.2212.06921},
eprinttype = {arXiv},
eprint = {2212.06921},
timestamp = {Mon, 02 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2212-06921.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2212-14431,
author = {Chun Kai Ling and
J. Zico Kolter and
Fei Fang},
title = {Function Approximation for Solving Stackelberg Equilibrium in Large
Perfect Information Games},
journal = {CoRR},
volume = {abs/2212.14431},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2212.14431},
doi = {10.48550/ARXIV.2212.14431},
eprinttype = {arXiv},
eprint = {2212.14431},
timestamp = {Wed, 07 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2212-14431.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/RoderickNK21,
author = {Melrose Roderick and
Vaishnavh Nagarajan and
J. Zico Kolter},
editor = {Arindam Banerjee and
Kenji Fukumizu},
title = {Provably Safe {PAC-MDP} Exploration Using Analogies},
booktitle = {The 24th International Conference on Artificial Intelligence and Statistics,
{AISTATS} 2021, April 13-15, 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {130},
pages = {1216--1224},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v130/roderick21a.html},
timestamp = {Wed, 14 Apr 2021 16:51:37 +0200},
biburl = {https://dblp.org/rec/conf/aistats/RoderickNK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/YangLBCK21,
author = {Karren Yang and
Wan{-}Yi Lin and
Manash Barman and
Filipe Condessa and
J. Zico Kolter},
title = {Defending Multimodal Fusion Models Against Single-Source Adversaries},
booktitle = {{IEEE} Conference on Computer Vision and Pattern Recognition, {CVPR}
2021, virtual, June 19-25, 2021},
pages = {3340--3349},
publisher = {Computer Vision Foundation / {IEEE}},
year = {2021},
url = {https://openaccess.thecvf.com/content/CVPR2021/html/Yang\_Defending\_Multimodal\_Fusion\_Models\_Against\_Single-Source\_Adversaries\_CVPR\_2021\_paper.html},
doi = {10.1109/CVPR46437.2021.00335},
timestamp = {Mon, 18 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/YangLBCK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecir/BoytsovK21,
author = {Leonid Boytsov and
Zico Kolter},
editor = {Djoerd Hiemstra and
Marie{-}Francine Moens and
Josiane Mothe and
Raffaele Perego and
Martin Potthast and
Fabrizio Sebastiani},
title = {Exploring Classic and Neural Lexical Translation Models for Information
Retrieval: Interpretability, Effectiveness, and Efficiency Benefits},
booktitle = {Advances in Information Retrieval - 43rd European Conference on {IR}
Research, {ECIR} 2021, Virtual Event, March 28 - April 1, 2021, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12656},
pages = {63--78},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-72113-8\_5},
doi = {10.1007/978-3-030-72113-8\_5},
timestamp = {Tue, 30 Mar 2021 18:55:01 +0200},
biburl = {https://dblp.org/rec/conf/ecir/BoytsovK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eenergy/ChenDBKB21,
author = {Bingqing Chen and
Priya L. Donti and
Kyri Baker and
J. Zico Kolter and
Mario Berg{\'{e}}s},
editor = {Hermann de Meer and
Michela Meo},
title = {Enforcing Policy Feasibility Constraints through Differentiable Projection
for Energy Optimization},
booktitle = {e-Energy '21: The Twelfth {ACM} International Conference on Future
Energy Systems, Virtual Event, Torino, Italy, 28 June - 2 July, 2021},
pages = {199--210},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447555.3464874},
doi = {10.1145/3447555.3464874},
timestamp = {Mon, 21 Aug 2023 20:37:14 +0200},
biburl = {https://dblp.org/rec/conf/eenergy/ChenDBKB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fat/WilliamsK21,
author = {Joshua Williams and
J. Zico Kolter},
editor = {Madeleine Clare Elish and
William Isaac and
Richard S. Zemel},
title = {A Bayesian Model of Cash Bail Decisions},
booktitle = {FAccT '21: 2021 {ACM} Conference on Fairness, Accountability, and
Transparency, Virtual Event / Toronto, Canada, March 3-10, 2021},
pages = {827--837},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3442188.3445908},
doi = {10.1145/3442188.3445908},
timestamp = {Fri, 05 May 2023 15:54:55 +0200},
biburl = {https://dblp.org/rec/conf/fat/WilliamsK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/0001K21,
author = {Eric Wong and
J. Zico Kolter},
title = {Learning perturbation sets for robust machine learning},
booktitle = {9th International Conference on Learning Representations, {ICLR} 2021,
Virtual Event, Austria, May 3-7, 2021},
publisher = {OpenReview.net},
year = {2021},
url = {https://openreview.net/forum?id=MIDckA56aD},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/0001K21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/CohenKLKT21,
author = {Jeremy Cohen and
Simran Kaur and
Yuanzhi Li and
J. Zico Kolter and
Ameet Talwalkar},
title = {Gradient Descent on Neural Networks Typically Occurs at the Edge of
Stability},
booktitle = {9th International Conference on Learning Representations, {ICLR} 2021,
Virtual Event, Austria, May 3-7, 2021},
publisher = {OpenReview.net},
year = {2021},
url = {https://openreview.net/forum?id=jh-rTtvkGeM},
timestamp = {Mon, 07 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/CohenKLKT21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/DontiRFK21,
author = {Priya L. Donti and
Melrose Roderick and
Mahyar Fazlyab and
J. Zico Kolter},
title = {Enforcing robust control guarantees within neural network policies},
booktitle = {9th International Conference on Learning Representations, {ICLR} 2021,
Virtual Event, Austria, May 3-7, 2021},
publisher = {OpenReview.net},
year = {2021},
url = {https://openreview.net/forum?id=5lhWG3Hj2By},
timestamp = {Wed, 23 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/DontiRFK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/DontiRK21,
author = {Priya L. Donti and
David Rolnick and
J. Zico Kolter},
title = {{DC3:} {A} learning method for optimization with hard constraints},
booktitle = {9th International Conference on Learning Representations, {ICLR} 2021,
Virtual Event, Austria, May 3-7, 2021},
publisher = {OpenReview.net},
year = {2021},
url = {https://openreview.net/forum?id=V1ZHVxJ6dSS},
timestamp = {Wed, 23 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/DontiRK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/FathonySWK21,
author = {Rizal Fathony and
Anit Kumar Sahu and
Devin Willmott and
J. Zico Kolter},
title = {Multiplicative Filter Networks},
booktitle = {9th International Conference on Learning Representations, {ICLR} 2021,
Virtual Event, Austria, May 3-7, 2021},
publisher = {OpenReview.net},
year = {2021},
url = {https://openreview.net/forum?id=OmtmcPkkhT},
timestamp = {Wed, 23 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/FathonySWK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/PabbarajuWK21,
author = {Chirag Pabbaraju and
Ezra Winston and
J. Zico Kolter},
title = {Estimating Lipschitz constants of monotone deep equilibrium models},
booktitle = {9th International Conference on Learning Representations, {ICLR} 2021,
Virtual Event, Austria, May 3-7, 2021},
publisher = {OpenReview.net},
year = {2021},
url = {https://openreview.net/forum?id=VcB4QkSfyO},
timestamp = {Wed, 23 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/PabbarajuWK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/SheikholeslamiL21,
author = {Fatemeh Sheikholeslami and
Ali Lotfi and
J. Zico Kolter},
title = {Provably robust classification of adversarial examples with detection},
booktitle = {9th International Conference on Learning Representations, {ICLR} 2021,
Virtual Event, Austria, May 3-7, 2021},
publisher = {OpenReview.net},
year = {2021},
url = {https://openreview.net/forum?id=sRA5rLNpmQc},
timestamp = {Wed, 23 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/SheikholeslamiL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/TrockmanK21,
author = {Asher Trockman and
J. Zico Kolter},
title = {Orthogonalizing Convolutional Layers with the Cayley Transform},
booktitle = {9th International Conference on Learning Representations, {ICLR} 2021,
Virtual Event, Austria, May 3-7, 2021},
publisher = {OpenReview.net},
year = {2021},
url = {https://openreview.net/forum?id=Pbj8H\_jEHYv},
timestamp = {Wed, 23 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/TrockmanK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BaiKK21,
author = {Shaojie Bai and
Vladlen Koltun and
J. Zico Kolter},
editor = {Marina Meila and
Tong Zhang},
title = {Stabilizing Equilibrium Models by Jacobian Regularization},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {554--565},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/bai21b.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/BaiKK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GargBKL21,
author = {Saurabh Garg and
Sivaraman Balakrishnan and
J. Zico Kolter and
Zachary C. Lipton},
editor = {Marina Meila and
Tong Zhang},
title = {{RATT:} Leveraging Unlabeled Data to Guarantee Generalization},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {3598--3609},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/garg21a.html},
timestamp = {Tue, 12 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/GargBKL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GargZPPKLBSR21,
author = {Saurabh Garg and
Joshua Zhanson and
Emilio Parisotto and
Adarsh Prasad and
J. Zico Kolter and
Zachary C. Lipton and
Sivaraman Balakrishnan and
Ruslan Salakhutdinov and
Pradeep Ravikumar},
editor = {Marina Meila and
Tong Zhang},
title = {On Proximal Policy Optimization's Heavy-tailed Gradients},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {3610--3619},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/garg21b.html},
timestamp = {Tue, 12 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/GargZPPKLBSR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Zhai0KR21,
author = {Runtian Zhai and
Chen Dan and
J. Zico Kolter and
Pradeep Ravikumar},
editor = {Marina Meila and
Tong Zhang},
title = {{DORO:} Distributional and Outlier Robust Optimization},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {12345--12355},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/zhai21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/Zhai0KR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ShuklaSWK21,
author = {Satya Narayan Shukla and
Anit Kumar Sahu and
Devin Willmott and
J. Zico Kolter},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Simple and Efficient Hard Label Black-box Adversarial Attacks in Low
Query Budget Regimes},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {1461--1469},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467386},
doi = {10.1145/3447548.3467386},
timestamp = {Mon, 16 Aug 2021 16:18:31 +0200},
biburl = {https://dblp.org/rec/conf/kdd/ShuklaSWK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/HuangBK21,
author = {Zhichun Huang and
Shaojie Bai and
J. Zico Kolter},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {{\textdollar}({\textbackslash}textrm\{Implicit\}){\^{}}2{\textdollar}:
Implicit Layers for Implicit Representations},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {9639--9650},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/4ffbd5c8221d7c147f8363ccdc9a2a37-Abstract.html},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/HuangBK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/GurumurthyBMK21,
author = {Swaminathan Gurumurthy and
Shaojie Bai and
Zachary Manchester and
J. Zico Kolter},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Joint inference and input optimization in equilibrium networks},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {16818--16832},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/8c3c27ac7d298331a1bdfd0a5e8703d3-Abstract.html},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/GurumurthyBMK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/SokotaHAK21,
author = {Samuel Sokota and
Caleb Ho and
Zaheen Farraz Ahmad and
J. Zico Kolter},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Monte Carlo Tree Search With Iteratively Refining State Abstractions},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {18698--18709},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/9b0ead00a217ea2c12e06a72eec4923f-Abstract.html},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/SokotaHAK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ZhaiDSKR21,
author = {Runtian Zhai and
Chen Dan and
Arun Sai Suggala and
J. Zico Kolter and
Pradeep Ravikumar},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Boosted CVaR Classification},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {21860--21871},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/b691334ccf10d4ab144d672f7783c8a3-Abstract.html},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/ZhaiDSKR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/HuangZSKA21,
author = {Yujia Huang and
Huan Zhang and
Yuanyuan Shi and
J. Zico Kolter and
Anima Anandkumar},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Training Certifiably Robust Neural Networks with Efficient Local Lipschitz
Bounds},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {22745--22757},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/c055dcc749c2632fd4dd806301f05ba6-Abstract.html},
timestamp = {Wed, 06 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/HuangZSKA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/RiceBZK21,
author = {Leslie Rice and
Anna Bair and
Huan Zhang and
J. Zico Kolter},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Robustness between the worst and average case},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {27840--27851},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/ea4c796cccfc3899b5f9ae2874237c20-Abstract.html},
timestamp = {Fri, 21 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/RiceBZK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/DontiABPK21,
author = {Priya L. Donti and
Aayushya Agarwal and
Neeraj Vijay Bedmutha and
Larry T. Pileggi and
J. Zico Kolter},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Adversarially robust learning for security-constrained optimal power
flow},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {28677--28689},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/f0f07e680de407b0f12abf15bd520097-Abstract.html},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/DontiABPK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/WangZXLJHK21,
author = {Shiqi Wang and
Huan Zhang and
Kaidi Xu and
Xue Lin and
Suman Jana and
Cho{-}Jui Hsieh and
J. Zico Kolter},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Beta-CROWN: Efficient Bound Propagation with Per-neuron Split Constraints
for Neural Network Robustness Verification},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {29909--29921},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/fac7fead96dafceaf80c1daffeae82a4-Abstract.html},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/WangZXLJHK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-00029,
author = {Devin Willmott and
Anit Kumar Sahu and
Fatemeh Sheikholeslami and
Filipe Condessa and
J. Zico Kolter},
title = {You Only Query Once: Effective Black Box Adversarial Attacks with
Minimal Repeated Queries},
journal = {CoRR},
volume = {abs/2102.00029},
year = {2021},
url = {https://arxiv.org/abs/2102.00029},
eprinttype = {arXiv},
eprint = {2102.00029},
timestamp = {Tue, 09 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2102-00029.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-06815,
author = {Leonid Boytsov and
Zico Kolter},
title = {Exploring Classic and Neural Lexical Translation Models for Information
Retrieval: Interpretability, Effectiveness, and Efficiency Benefits},
journal = {CoRR},
volume = {abs/2102.06815},
year = {2021},
url = {https://arxiv.org/abs/2102.06815},
eprinttype = {arXiv},
eprint = {2102.06815},
timestamp = {Thu, 18 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2102-06815.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-10264,
author = {Saurabh Garg and
Joshua Zhanson and
Emilio Parisotto and
Adarsh Prasad and
J. Zico Kolter and
Sivaraman Balakrishnan and
Zachary C. Lipton and
Ruslan Salakhutdinov and
Pradeep Ravikumar},
title = {On Proximal Policy Optimization's Heavy-tailed Gradients},
journal = {CoRR},
volume = {abs/2102.10264},
year = {2021},
url = {https://arxiv.org/abs/2102.10264},
eprinttype = {arXiv},
eprint = {2102.10264},
timestamp = {Wed, 24 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2102-10264.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2103-00065,
author = {Jeremy Cohen and
Simran Kaur and
Yuanzhi Li and
J. Zico Kolter and
Ameet Talwalkar},
title = {Gradient Descent on Neural Networks Typically Occurs at the Edge of
Stability},
journal = {CoRR},
volume = {abs/2103.00065},
year = {2021},
url = {https://arxiv.org/abs/2103.00065},
eprinttype = {arXiv},
eprint = {2103.00065},
timestamp = {Mon, 07 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2103-00065.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2103-06624,
author = {Shiqi Wang and
Huan Zhang and
Kaidi Xu and
Xue Lin and
Suman Jana and
Cho{-}Jui Hsieh and
J. Zico Kolter},
title = {Beta-CROWN: Efficient Bound Propagation with Per-neuron Split Constraints
for Complete and Incomplete Neural Network Verification},
journal = {CoRR},
volume = {abs/2103.06624},
year = {2021},
url = {https://arxiv.org/abs/2103.06624},
eprinttype = {arXiv},
eprint = {2103.06624},
timestamp = {Tue, 10 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2103-06624.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2104-07167,
author = {Asher Trockman and
J. Zico Kolter},
title = {Orthogonalizing Convolutional Layers with the Cayley Transform},
journal = {CoRR},
volume = {abs/2104.07167},
year = {2021},
url = {https://arxiv.org/abs/2104.07167},
eprinttype = {arXiv},
eprint = {2104.07167},
timestamp = {Mon, 19 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2104-07167.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2104-12225,
author = {Priya L. Donti and
David Rolnick and
J. Zico Kolter},
title = {{DC3:} {A} learning method for optimization with hard constraints},
journal = {CoRR},
volume = {abs/2104.12225},
year = {2021},
url = {https://arxiv.org/abs/2104.12225},
eprinttype = {arXiv},
eprint = {2104.12225},
timestamp = {Mon, 03 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2104-12225.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2105-00303,
author = {Saurabh Garg and
Sivaraman Balakrishnan and
J. Zico Kolter and
Zachary C. Lipton},
title = {{RATT:} Leveraging Unlabeled Data to Guarantee Generalization},
journal = {CoRR},
volume = {abs/2105.00303},
year = {2021},
url = {https://arxiv.org/abs/2105.00303},
eprinttype = {arXiv},
eprint = {2105.00303},
timestamp = {Wed, 12 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2105-00303.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2105-08881,
author = {Bingqing Chen and
Priya L. Donti and
Kyri Baker and
J. Zico Kolter and
Mario Berges},
title = {Enforcing Policy Feasibility Constraints through Differentiable Projection
for Energy Optimization},
journal = {CoRR},
volume = {abs/2105.08881},
year = {2021},
url = {https://arxiv.org/abs/2105.08881},
eprinttype = {arXiv},
eprint = {2105.08881},
timestamp = {Mon, 31 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2105-08881.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-06142,
author = {Runtian Zhai and
Chen Dan and
J. Zico Kolter and
Pradeep Ravikumar},
title = {{DORO:} Distributional and Outlier Robust Optimization},
journal = {CoRR},
volume = {abs/2106.06142},
year = {2021},
url = {https://arxiv.org/abs/2106.06142},
eprinttype = {arXiv},
eprint = {2106.06142},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-06142.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-09117,
author = {Shaoru Chen and
Eric Wong and
J. Zico Kolter and
Mahyar Fazlyab},
title = {DeepSplit: Scalable Verification of Deep Neural Networks via Operator
Splitting},
journal = {CoRR},
volume = {abs/2106.09117},
year = {2021},
url = {https://arxiv.org/abs/2106.09117},
eprinttype = {arXiv},
eprint = {2106.09117},
timestamp = {Tue, 29 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-09117.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-13799,
author = {Yiding Jiang and
Vaishnavh Nagarajan and
Christina Baek and
J. Zico Kolter},
title = {Assessing Generalization of {SGD} via Disagreement},
journal = {CoRR},
volume = {abs/2106.13799},
year = {2021},
url = {https://arxiv.org/abs/2106.13799},
eprinttype = {arXiv},
eprint = {2106.13799},
timestamp = {Wed, 30 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-13799.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-14342,
author = {Shaojie Bai and
Vladlen Koltun and
J. Zico Kolter},
title = {Stabilizing Equilibrium Models by Jacobian Regularization},
journal = {CoRR},
volume = {abs/2106.14342},
year = {2021},
url = {https://arxiv.org/abs/2106.14342},
eprinttype = {arXiv},
eprint = {2106.14342},
timestamp = {Wed, 30 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-14342.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-13948,
author = {Runtian Zhai and
Chen Dan and
Arun Sai Suggala and
J. Zico Kolter and
Pradeep Ravikumar},
title = {Boosted CVaR Classification},
journal = {CoRR},
volume = {abs/2110.13948},
year = {2021},
url = {https://arxiv.org/abs/2110.13948},
eprinttype = {arXiv},
eprint = {2110.13948},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-13948.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2111-01395,
author = {Yujia Huang and
Huan Zhang and
Yuanyuan Shi and
J. Zico Kolter and
Anima Anandkumar},
title = {Training Certifiably Robust Neural Networks with Efficient Local Lipschitz
Bounds},
journal = {CoRR},
volume = {abs/2111.01395},
year = {2021},
url = {https://arxiv.org/abs/2111.01395},
eprinttype = {arXiv},
eprint = {2111.01395},
timestamp = {Mon, 02 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2111-01395.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2111-06961,
author = {Priya L. Donti and
Aayushya Agarwal and
Neeraj Vijay Bedmutha and
Larry T. Pileggi and
J. Zico Kolter},
title = {Adversarially Robust Learning for Security-Constrained Optimal Power
Flow},
journal = {CoRR},
volume = {abs/2111.06961},
year = {2021},
url = {https://arxiv.org/abs/2111.06961},
eprinttype = {arXiv},
eprint = {2111.06961},
timestamp = {Tue, 16 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2111-06961.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2111-13236,
author = {Swaminathan Gurumurthy and
Shaojie Bai and
Zachary Manchester and
J. Zico Kolter},
title = {Joint inference and input optimization in equilibrium networks},
journal = {CoRR},
volume = {abs/2111.13236},
year = {2021},
url = {https://arxiv.org/abs/2111.13236},
eprinttype = {arXiv},
eprint = {2111.13236},
timestamp = {Wed, 01 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2111-13236.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/FathonyK20,
author = {Rizal Fathony and
J. Zico Kolter},
editor = {Silvia Chiappa and
Roberto Calandra},
title = {AP-Perf: Incorporating Generic Performance Metrics in Differentiable
Learning},
booktitle = {The 23rd International Conference on Artificial Intelligence and Statistics,
{AISTATS} 2020, 26-28 August 2020, Online [Palermo, Sicily, Italy]},
series = {Proceedings of Machine Learning Research},
volume = {108},
pages = {4130--4140},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v108/fathony20a.html},
timestamp = {Mon, 29 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/FathonyK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/DvijothamHBKQGX20,
author = {Krishnamurthy (Dj) Dvijotham and
Jamie Hayes and
Borja Balle and
J. Zico Kolter and
Chongli Qin and
Andr{\'{a}}s Gy{\"{o}}rgy and
Kai Xiao and
Sven Gowal and
Pushmeet Kohli},
title = {A Framework for robustness Certification of Smoothed Classifiers using
F-Divergences},
booktitle = {8th International Conference on Learning Representations, {ICLR} 2020,
Addis Ababa, Ethiopia, April 26-30, 2020},
publisher = {OpenReview.net},
year = {2020},
url = {https://openreview.net/forum?id=SJlKrkSFPH},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iclr/DvijothamHBKQGX20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/WangSDK20,
author = {Po{-}Wei Wang and
Daria Stepanova and
Csaba Domokos and
J. Zico Kolter},
title = {Differentiable learning of numerical rules in knowledge graphs},
booktitle = {8th International Conference on Learning Representations, {ICLR} 2020,
Addis Ababa, Ethiopia, April 26-30, 2020},
publisher = {OpenReview.net},
year = {2020},
url = {https://openreview.net/forum?id=rJleKgrKwS},
timestamp = {Mon, 11 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/WangSDK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/WongRK20,
author = {Eric Wong and
Leslie Rice and
J. Zico Kolter},
title = {Fast is better than free: Revisiting adversarial training},
booktitle = {8th International Conference on Learning Representations, {ICLR} 2020,
Addis Ababa, Ethiopia, April 26-30, 2020},
publisher = {OpenReview.net},
year = {2020},
url = {https://openreview.net/forum?id=BJx040EFvH},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/WongRK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Belbute-PeresEK20,
author = {Filipe de Avila Belbute{-}Peres and
Thomas D. Economon and
J. Zico Kolter},
title = {Combining Differentiable {PDE} Solvers and Graph Neural Networks for
Fluid Flow Prediction},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {2402--2411},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/de-avila-belbute-peres20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/Belbute-PeresEK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MainiWK20,
author = {Pratyush Maini and
Eric Wong and
J. Zico Kolter},
title = {Adversarial Robustness Against the Union of Multiple Perturbation
Models},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {6640--6650},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/maini20a.html},
timestamp = {Wed, 16 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/MainiWK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/RiceWK20,
author = {Leslie Rice and
Eric Wong and
J. Zico Kolter},
title = {Overfitting in adversarially robust deep learning},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {8093--8104},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/rice20a.html},
timestamp = {Wed, 16 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/RiceWK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/RosenfeldWRK20,
author = {Elan Rosenfeld and
Ezra Winston and
Pradeep Ravikumar and
J. Zico Kolter},
title = {Certified Robustness to Label-Flipping Attacks via Randomized Smoothing},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {8230--8241},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/rosenfeld20b.html},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/RosenfeldWRK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ivs/0001SSSK20,
author = {Eric Wong and
Tim Schneider and
Joerg Schmitt and
Frank R. Schmidt and
J. Zico Kolter},
title = {Neural Network Virtual Sensors for Fuel Injection Quantities with
Provable Performance Specifications},
booktitle = {{IEEE} Intelligent Vehicles Symposium, {IV} 2020, Las Vegas, NV, USA,
October 19 - November 13, 2020},
pages = {1753--1758},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/IV47402.2020.9304765},
doi = {10.1109/IV47402.2020.9304765},
timestamp = {Fri, 15 Jan 2021 15:43:41 +0100},
biburl = {https://dblp.org/rec/conf/ivs/0001SSSK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/BaiKK20,
author = {Shaojie Bai and
Vladlen Koltun and
J. Zico Kolter},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {Multiscale Deep Equilibrium Models},
booktitle = {Advances in Neural Information Processing Systems 33: Annual Conference
on Neural Information Processing Systems 2020, NeurIPS 2020, December
6-12, 2020, virtual},
year = {2020},
url = {https://proceedings.neurips.cc/paper/2020/hash/3812f9a59b634c2a9c574610eaba5bed-Abstract.html},
timestamp = {Tue, 19 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/BaiKK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LingFK20,
author = {Chun Kai Ling and
Fei Fang and
J. Zico Kolter},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {Deep Archimedean Copulas},
booktitle = {Advances in Neural Information Processing Systems 33: Annual Conference
on Neural Information Processing Systems 2020, NeurIPS 2020, December
6-12, 2020, virtual},
year = {2020},
url = {https://proceedings.neurips.cc/paper/2020/hash/10eb6500bd1e4a3704818012a1593cc3-Abstract.html},
timestamp = {Wed, 07 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/LingFK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/PabbarajuWK20,
author = {Chirag Pabbaraju and
Po{-}Wei Wang and
J. Zico Kolter},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {Efficient semidefinite-programming-based inference for binary and
multi-class MRFs},
booktitle = {Advances in Neural Information Processing Systems 33: Annual Conference
on Neural Information Processing Systems 2020, NeurIPS 2020, December
6-12, 2020, virtual},
year = {2020},
url = {https://proceedings.neurips.cc/paper/2020/hash/2cb274e6ce940f47beb8011d8ecb1462-Abstract.html},
timestamp = {Tue, 19 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/PabbarajuWK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/SalmanSYKK20,
author = {Hadi Salman and
Mingjie Sun and
Greg Yang and
Ashish Kapoor and
J. Zico Kolter},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {Denoised Smoothing: {A} Provable Defense for Pretrained Classifiers},
booktitle = {Advances in Neural Information Processing Systems 33: Annual Conference
on Neural Information Processing Systems 2020, NeurIPS 2020, December
6-12, 2020, virtual},
year = {2020},
url = {https://proceedings.neurips.cc/paper/2020/hash/f9fd2624beefbc7808e4e405d73f57ab-Abstract.html},
timestamp = {Tue, 19 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/SalmanSYKK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/WangK20,
author = {Po{-}Wei Wang and
J. Zico Kolter},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {Community detection using fast low-cardinality semidefinite programming{\unicode{8233}}},
booktitle = {Advances in Neural Information Processing Systems 33: Annual Conference
on Neural Information Processing Systems 2020, NeurIPS 2020, December
6-12, 2020, virtual},
year = {2020},
url = {https://proceedings.neurips.cc/paper/2020/hash/229aeb9e2ae66f2fac1149e5240b2fdd-Abstract.html},
timestamp = {Tue, 19 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/WangK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/WinstonK20,
author = {Ezra Winston and
J. Zico Kolter},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {Monotone operator equilibrium networks},
booktitle = {Advances in Neural Information Processing Systems 33: Annual Conference
on Neural Information Processing Systems 2020, NeurIPS 2020, December
6-12, 2020, virtual},
year = {2020},
url = {https://proceedings.neurips.cc/paper/2020/hash/798d1c2813cbdf8bcdb388db0e32d496-Abstract.html},
timestamp = {Tue, 19 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/WinstonK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2001-03994,
author = {Eric Wong and
Leslie Rice and
J. Zico Kolter},
title = {Fast is better than free: Revisiting adversarial training},
journal = {CoRR},
volume = {abs/2001.03994},
year = {2020},
url = {https://arxiv.org/abs/2001.03994},
eprinttype = {arXiv},
eprint = {2001.03994},
timestamp = {Wed, 16 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2001-03994.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2001-06116,
author = {Gaurav Manek and
J. Zico Kolter},
title = {Learning Stable Deep Dynamics Models},
journal = {CoRR},
volume = {abs/2001.06116},
year = {2020},
url = {https://arxiv.org/abs/2001.06116},
eprinttype = {arXiv},
eprint = {2001.06116},
timestamp = {Fri, 24 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2001-06116.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-03018,
author = {Elan Rosenfeld and
Ezra Winston and
Pradeep Ravikumar and
J. Zico Kolter},
title = {Certified Robustness to Label-Flipping Attacks via Randomized Smoothing},
journal = {CoRR},
volume = {abs/2002.03018},
year = {2020},
url = {https://arxiv.org/abs/2002.03018},
eprinttype = {arXiv},
eprint = {2002.03018},
timestamp = {Wed, 12 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-03018.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-11569,
author = {Leslie Rice and
Eric Wong and
J. Zico Kolter},
title = {Overfitting in adversarially robust deep learning},
journal = {CoRR},
volume = {abs/2002.11569},
year = {2020},
url = {https://arxiv.org/abs/2002.11569},
eprinttype = {arXiv},
eprint = {2002.11569},
timestamp = {Wed, 16 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-11569.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2003-01908,
author = {Hadi Salman and
Mingjie Sun and
Greg Yang and
Ashish Kapoor and
J. Zico Kolter},
title = {Black-box Smoothing: {A} Provable Defense for Pretrained Classifiers},
journal = {CoRR},
volume = {abs/2003.01908},
year = {2020},
url = {https://arxiv.org/abs/2003.01908},
eprinttype = {arXiv},
eprint = {2003.01908},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2003-01908.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2004-10608,
author = {Filipe Condessa and
J. Zico Kolter},
title = {Provably robust deep generative models},
journal = {CoRR},
volume = {abs/2004.10608},
year = {2020},
url = {https://arxiv.org/abs/2004.10608},
eprinttype = {arXiv},
eprint = {2004.10608},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2004-10608.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-08591,
author = {Ezra Winston and
J. Zico Kolter},
title = {Monotone operator equilibrium networks},
journal = {CoRR},
volume = {abs/2006.08591},
year = {2020},
url = {https://arxiv.org/abs/2006.08591},
eprinttype = {arXiv},
eprint = {2006.08591},
timestamp = {Wed, 17 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-08591.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-08656,
author = {Shaojie Bai and
Vladlen Koltun and
J. Zico Kolter},
title = {Multiscale Deep Equilibrium Models},
journal = {CoRR},
volume = {abs/2006.08656},
year = {2020},
url = {https://arxiv.org/abs/2006.08656},
eprinttype = {arXiv},
eprint = {2006.08656},
timestamp = {Wed, 17 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-08656.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-00147,
author = {Eric Wong and
Tim Schneider and
Joerg Schmitt and
Frank R. Schmidt and
J. Zico Kolter},
title = {Neural Network Virtual Sensors for Fuel Injection Quantities with
Provable Performance Specifications},
journal = {CoRR},
volume = {abs/2007.00147},
year = {2020},
url = {https://arxiv.org/abs/2007.00147},
eprinttype = {arXiv},
eprint = {2007.00147},
timestamp = {Wed, 16 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2007-00147.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-03574,
author = {Melrose Roderick and
Vaishnavh Nagarajan and
J. Zico Kolter},
title = {Provably Safe {PAC-MDP} Exploration Using Analogies},
journal = {CoRR},
volume = {abs/2007.03574},
year = {2020},
url = {https://arxiv.org/abs/2007.03574},
eprinttype = {arXiv},
eprint = {2007.03574},
timestamp = {Mon, 20 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2007-03574.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-04439,
author = {Filipe de Avila Belbute{-}Peres and
Thomas D. Economon and
J. Zico Kolter},
title = {Combining Differentiable {PDE} Solvers and Graph Neural Networks for
Fluid Flow Prediction},
journal = {CoRR},
volume = {abs/2007.04439},
year = {2020},
url = {https://arxiv.org/abs/2007.04439},
eprinttype = {arXiv},
eprint = {2007.04439},
timestamp = {Mon, 20 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2007-04439.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-07210,
author = {Satya Narayan Shukla and
Anit Kumar Sahu and
Devin Willmott and
J. Zico Kolter},
title = {Hard Label Black-box Adversarial Attacks in Low Query Budget Regimes},
journal = {CoRR},
volume = {abs/2007.07210},
year = {2020},
url = {https://arxiv.org/abs/2007.07210},
eprinttype = {arXiv},
eprint = {2007.07210},
timestamp = {Tue, 21 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2007-07210.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-08450,
author = {Eric Wong and
J. Zico Kolter},
title = {Learning perturbation sets for robust machine learning},
journal = {CoRR},
volume = {abs/2007.08450},
year = {2020},
url = {https://arxiv.org/abs/2007.08450},
eprinttype = {arXiv},
eprint = {2007.08450},
timestamp = {Wed, 16 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2007-08450.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2008-05994,
author = {Lars A. Bratholm and
Will Gerrard and
Brandon M. Anderson and
Shaojie Bai and
Sunghwan Choi and
Lam Dang and
Pavel Hanchar and
Addison Howard and
Guillaume Huard and
Sanghoon Kim and
J. Zico Kolter and
Risi Kondor and
Mordechai Kornbluth and
Youhan Lee and
Youngsoo Lee and
Jonathan P. Mailoa and
Thanh Tu Nguyen and
Milos Popovic and
Goran Rakocevic and
Walter Reade and
Wonho Song and
Luka Stojanovic and
Erik H. Thiede and
Nebojsa Tijanic and
Andres Torrubia and
Devin Willmott and
Craig P. Butts and
David R. Glowacki and
Kaggle participants},
title = {A community-powered search of machine learning strategy space to find
{NMR} property prediction models},
journal = {CoRR},
volume = {abs/2008.05994},
year = {2020},
url = {https://arxiv.org/abs/2008.05994},
eprinttype = {arXiv},
eprint = {2008.05994},
timestamp = {Tue, 18 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2008-05994.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-04205,
author = {Anit Kumar Sahu and
Satya Narayan Shukla and
J. Zico Kolter},
title = {Gaussian {MRF} Covariance Modeling for Efficient Black-Box Adversarial
Attacks},
journal = {CoRR},
volume = {abs/2010.04205},
year = {2020},
url = {https://arxiv.org/abs/2010.04205},
eprinttype = {arXiv},
eprint = {2010.04205},
timestamp = {Tue, 13 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-04205.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-09080,
author = {Mingjie Sun and
Siddhant Agarwal and
J. Zico Kolter},
title = {Poisoned classifiers are not only backdoored, they are fundamentally
broken},
journal = {CoRR},
volume = {abs/2010.09080},
year = {2020},
url = {https://arxiv.org/abs/2010.09080},
eprinttype = {arXiv},
eprint = {2010.09080},
timestamp = {Wed, 21 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-09080.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-08105,
author = {Priya L. Donti and
Melrose Roderick and
Mahyar Fazlyab and
J. Zico Kolter},
title = {Enforcing robust control guarantees within neural network policies},
journal = {CoRR},
volume = {abs/2011.08105},
year = {2020},
url = {https://arxiv.org/abs/2011.08105},
eprinttype = {arXiv},
eprint = {2011.08105},
timestamp = {Wed, 18 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2011-08105.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-02661,
author = {Chirag Pabbaraju and
Po{-}Wei Wang and
J. Zico Kolter},
title = {Efficient semidefinite-programming-based inference for binary and
multi-class MRFs},
journal = {CoRR},
volume = {abs/2012.02661},
year = {2020},
url = {https://arxiv.org/abs/2012.02661},
eprinttype = {arXiv},
eprint = {2012.02661},
timestamp = {Wed, 09 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2012-02661.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-02676,
author = {Po{-}Wei Wang and
J. Zico Kolter},
title = {Community detection using fast low-cardinality semidefinite programming},
journal = {CoRR},
volume = {abs/2012.02676},
year = {2020},
url = {https://arxiv.org/abs/2012.02676},
eprinttype = {arXiv},
eprint = {2012.02676},
timestamp = {Wed, 09 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2012-02676.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-02748,
author = {Jonathan Dinu and
Jeffrey P. Bigham and
J. Zico Kolter},
title = {Challenging common interpretability assumptions in feature attribution
explanations},
journal = {CoRR},
volume = {abs/2012.02748},
year = {2020},
url = {https://arxiv.org/abs/2012.02748},
eprinttype = {arXiv},
eprint = {2012.02748},
timestamp = {Wed, 02 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2012-02748.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-03137,
author = {Chun Kai Ling and
Fei Fang and
J. Zico Kolter},
title = {Deep Archimedean Copulas},
journal = {CoRR},
volume = {abs/2012.03137},
year = {2020},
url = {https://arxiv.org/abs/2012.03137},
eprinttype = {arXiv},
eprint = {2012.03137},
timestamp = {Wed, 07 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2012-03137.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cacm/GomesDBCDEFFFFF19,
author = {Carla P. Gomes and
Thomas G. Dietterich and
Christopher Barrett and
Jon Conrad and
Bistra Dilkina and
Stefano Ermon and
Fei Fang and
Andrew Farnsworth and
Alan Fern and
Xiaoli Z. Fern and
Daniel Fink and
Douglas H. Fisher and
Alexander Flecker and
Daniel Freund and
Angela Fuller and
John M. Gregoire and
John E. Hopcroft and
Steve Kelling and
J. Zico Kolter and
Warren B. Powell and
Nicole D. Sintov and
John S. Selker and
Bart Selman and
Daniel Sheldon and
David B. Shmoys and
Milind Tambe and
Weng{-}Keen Wong and
Christopher Wood and
Xiaojian Wu and
Yexiang Xue and
Amulya Yadav and
Abdul{-}Aziz Yakubu and
Mary Lou Zeeman},
title = {Computational sustainability: computing for a better world and a sustainable
future},
journal = {Commun. {ACM}},
volume = {62},
number = {9},
pages = {56--65},
year = {2019},
url = {https://doi.org/10.1145/3339399},
doi = {10.1145/3339399},
timestamp = {Wed, 07 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cacm/GomesDBCDEFFFFF19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/WangK19,
author = {Po{-}Wei Wang and
J. Zico Kolter},
title = {Low-Rank Semidefinite Programming for the {MAX2SAT} Problem},
booktitle = {The Thirty-Third {AAAI} Conference on Artificial Intelligence, {AAAI}
2019, The Thirty-First Innovative Applications of Artificial Intelligence
Conference, {IAAI} 2019, The Ninth {AAAI} Symposium on Educational
Advances in Artificial Intelligence, {EAAI} 2019, Honolulu, Hawaii,
USA, January 27 - February 1, 2019},
pages = {1641--1649},
publisher = {{AAAI} Press},
year = {2019},
url = {https://doi.org/10.1609/aaai.v33i01.33011641},
doi = {10.1609/AAAI.V33I01.33011641},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/WangK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/LingFK19,
author = {Chun Kai Ling and
Fei Fang and
J. Zico Kolter},
title = {Large Scale Learning of Agent Rationality in Two-Player Zero-Sum Games},
booktitle = {The Thirty-Third {AAAI} Conference on Artificial Intelligence, {AAAI}
2019, The Thirty-First Innovative Applications of Artificial Intelligence
Conference, {IAAI} 2019, The Ninth {AAAI} Symposium on Educational
Advances in Artificial Intelligence, {EAAI} 2019, Honolulu, Hawaii,
USA, January 27 - February 1, 2019},
pages = {6104--6111},
publisher = {{AAAI} Press},
year = {2019},
url = {https://doi.org/10.1609/aaai.v33i01.33016104},
doi = {10.1609/AAAI.V33I01.33016104},
timestamp = {Wed, 07 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aaai/LingFK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/TsaiBLKMS19,
author = {Yao{-}Hung Hubert Tsai and
Shaojie Bai and
Paul Pu Liang and
J. Zico Kolter and
Louis{-}Philippe Morency and
Ruslan Salakhutdinov},
editor = {Anna Korhonen and
David R. Traum and
Llu{\'{\i}}s M{\`{a}}rquez},
title = {Multimodal Transformer for Unaligned Multimodal Language Sequences},
booktitle = {Proceedings of the 57th Conference of the Association for Computational
Linguistics, {ACL} 2019, Florence, Italy, July 28- August 2, 2019,
Volume 1: Long Papers},
pages = {6558--6569},
publisher = {Association for Computational Linguistics},
year = {2019},
url = {https://doi.org/10.18653/v1/p19-1656},
doi = {10.18653/V1/P19-1656},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/TsaiBLKMS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/AliKT19,
author = {Alnur Ali and
J. Zico Kolter and
Ryan J. Tibshirani},
editor = {Kamalika Chaudhuri and
Masashi Sugiyama},
title = {A Continuous-Time View of Early Stopping for Least Squares Regression},
booktitle = {The 22nd International Conference on Artificial Intelligence and Statistics,
{AISTATS} 2019, 16-18 April 2019, Naha, Okinawa, Japan},
series = {Proceedings of Machine Learning Research},
volume = {89},
pages = {1370--1378},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v89/ali19a.html},
timestamp = {Fri, 07 Jun 2019 09:03:47 +0200},
biburl = {https://dblp.org/rec/conf/aistats/AliKT19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/LangeBK19,
author = {Henning Lange and
Mario Berg{\'{e}}s and
J. Zico Kolter},
title = {Neural Variational Identification and Filtering for Stochastic Non-linear
Dynamical Systems with Application to Non-intrusive Load Monitoring},
booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing,
{ICASSP} 2019, Brighton, United Kingdom, May 12-17, 2019},
pages = {8340--8344},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/ICASSP.2019.8683552},
doi = {10.1109/ICASSP.2019.8683552},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/icassp/LangeBK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/BaiKK19,
author = {Shaojie Bai and
J. Zico Kolter and
Vladlen Koltun},
title = {Trellis Networks for Sequence Modeling},
booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
New Orleans, LA, USA, May 6-9, 2019},
publisher = {OpenReview.net},
year = {2019},
url = {https://openreview.net/forum?id=HyeVtoRqtQ},
timestamp = {Thu, 25 Jul 2019 13:03:15 +0200},
biburl = {https://dblp.org/rec/conf/iclr/BaiKK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/NagarajanK19,
author = {Vaishnavh Nagarajan and
J. Zico Kolter},
title = {Deterministic PAC-Bayesian generalization bounds for deep networks
via generalizing noise-resilience},
booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
New Orleans, LA, USA, May 6-9, 2019},
publisher = {OpenReview.net},
year = {2019},
url = {https://openreview.net/forum?id=Hygn2o0qKX},
timestamp = {Fri, 26 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/NagarajanK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/CohenRK19,
author = {Jeremy Cohen and
Elan Rosenfeld and
J. Zico Kolter},
editor = {Kamalika Chaudhuri and
Ruslan Salakhutdinov},
title = {Certified Adversarial Robustness via Randomized Smoothing},
booktitle = {Proceedings of the 36th International Conference on Machine Learning,
{ICML} 2019, 9-15 June 2019, Long Beach, California, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {97},
pages = {1310--1320},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v97/cohen19c.html},
timestamp = {Mon, 07 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/CohenRK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LiSK19,
author = {Juncheng Li and
Frank R. Schmidt and
J. Zico Kolter},
editor = {Kamalika Chaudhuri and
Ruslan Salakhutdinov},
title = {Adversarial camera stickers: {A} physical camera-based attack on deep
learning systems},
booktitle = {Proceedings of the 36th International Conference on Machine Learning,
{ICML} 2019, 9-15 June 2019, Long Beach, California, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {97},
pages = {3896--3904},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v97/li19j.html},
timestamp = {Tue, 12 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/LiSK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/WangDWK19,
author = {Po{-}Wei Wang and
Priya L. Donti and
Bryan Wilder and
J. Zico Kolter},
editor = {Kamalika Chaudhuri and
Ruslan Salakhutdinov},
title = {SATNet: Bridging deep learning and logical reasoning using a differentiable
satisfiability solver},
booktitle = {Proceedings of the 36th International Conference on Machine Learning,
{ICML} 2019, 9-15 June 2019, Long Beach, California, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {97},
pages = {6545--6554},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v97/wang19e.html},
timestamp = {Tue, 11 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/WangDWK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/WongSK19,
author = {Eric Wong and
Frank R. Schmidt and
J. Zico Kolter},
editor = {Kamalika Chaudhuri and
Ruslan Salakhutdinov},
title = {Wasserstein Adversarial Examples via Projected Sinkhorn Iterations},
booktitle = {Proceedings of the 36th International Conference on Machine Learning,
{ICML} 2019, 9-15 June 2019, Long Beach, California, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {97},
pages = {6808--6817},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v97/wong19a.html},
timestamp = {Wed, 16 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/WongSK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/BaiKK19,
author = {Shaojie Bai and
J. Zico Kolter and
Vladlen Koltun},
editor = {Hanna M. Wallach and
Hugo Larochelle and
Alina Beygelzimer and
Florence d'Alch{\'{e}}{-}Buc and
Emily B. Fox and
Roman Garnett},
title = {Deep Equilibrium Models},
booktitle = {Advances in Neural Information Processing Systems 32: Annual Conference
on Neural Information Processing Systems 2019, NeurIPS 2019, December
8-14, 2019, Vancouver, BC, Canada},
pages = {688--699},
year = {2019},
url = {https://proceedings.neurips.cc/paper/2019/hash/01386bd6d8e091c2ab4c7c7de644d37b-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/BaiKK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/AgrawalABBDK19,
author = {Akshay Agrawal and
Brandon Amos and
Shane T. Barratt and
Stephen P. Boyd and
Steven Diamond and
J. Zico Kolter},
editor = {Hanna M. Wallach and
Hugo Larochelle and
Alina Beygelzimer and
Florence d'Alch{\'{e}}{-}Buc and
Emily B. Fox and
Roman Garnett},
title = {Differentiable Convex Optimization Layers},
booktitle = {Advances in Neural Information Processing Systems 32: Annual Conference
on Neural Information Processing Systems 2019, NeurIPS 2019, December
8-14, 2019, Vancouver, BC, Canada},
pages = {9558--9570},
year = {2019},
url = {https://proceedings.neurips.cc/paper/2019/hash/9ce3c52fc54362e22053399d3181c638-Abstract.html},
timestamp = {Sat, 17 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/AgrawalABBDK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/KolterM19,
author = {J. Zico Kolter and
Gaurav Manek},
editor = {Hanna M. Wallach and
Hugo Larochelle and
Alina Beygelzimer and
Florence d'Alch{\'{e}}{-}Buc and
Emily B. Fox and
Roman Garnett},
title = {Learning Stable Deep Dynamics Models},
booktitle = {Advances in Neural Information Processing Systems 32: Annual Conference
on Neural Information Processing Systems 2019, NeurIPS 2019, December
8-14, 2019, Vancouver, BC, Canada},
pages = {11126--11134},
year = {2019},
url = {https://proceedings.neurips.cc/paper/2019/hash/0a4bbceda17a6253386bc9eb45240e25-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/KolterM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/NagarajanK19,
author = {Vaishnavh Nagarajan and
J. Zico Kolter},
editor = {Hanna M. Wallach and
Hugo Larochelle and
Alina Beygelzimer and
Florence d'Alch{\'{e}}{-}Buc and
Emily B. Fox and
Roman Garnett},
title = {Uniform convergence may be unable to explain generalization in deep
learning},
booktitle = {Advances in Neural Information Processing Systems 32: Annual Conference
on Neural Information Processing Systems 2019, NeurIPS 2019, December
8-14, 2019, Vancouver, BC, Canada},
pages = {11611--11622},
year = {2019},
url = {https://proceedings.neurips.cc/paper/2019/hash/05e97c207235d63ceb1db43c60db7bbb-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/NagarajanK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/0001QLSKM19,
author = {Juncheng Li and
Shuhui Qu and
Xinjian Li and
Joseph Szurley and
J. Zico Kolter and
Florian Metze},
editor = {Hanna M. Wallach and
Hugo Larochelle and
Alina Beygelzimer and
Florence d'Alch{\'{e}}{-}Buc and
Emily B. Fox and
Roman Garnett},
title = {Adversarial Music: Real world Audio Adversary against Wake-word Detection
System},
booktitle = {Advances in Neural Information Processing Systems 32: Annual Conference
on Neural Information Processing Systems 2019, NeurIPS 2019, December
8-14, 2019, Vancouver, BC, Canada},
pages = {11908--11918},
year = {2019},
url = {https://proceedings.neurips.cc/paper/2019/hash/ebbdfea212e3a756a1fded7b35578525-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/0001QLSKM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1901-01672,
author = {Vaishnavh Nagarajan and
J. Zico Kolter},
title = {Generalization in Deep Networks: The Role of Distance from Initialization},
journal = {CoRR},
volume = {abs/1901.01672},
year = {2019},
url = {http://arxiv.org/abs/1901.01672},
eprinttype = {arXiv},
eprint = {1901.01672},
timestamp = {Thu, 31 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1901-01672.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1902-02918,
author = {Jeremy Cohen and
Elan Rosenfeld and
J. Zico Kolter},
title = {Certified Adversarial Robustness via Randomized Smoothing},
journal = {CoRR},
volume = {abs/1902.02918},
year = {2019},
url = {http://arxiv.org/abs/1902.02918},
eprinttype = {arXiv},
eprint = {1902.02918},
timestamp = {Mon, 07 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1902-02918.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1902-04742,
author = {Vaishnavh Nagarajan and
J. Zico Kolter},
title = {Uniform convergence may be unable to explain generalization in deep
learning},
journal = {CoRR},
volume = {abs/1902.04742},
year = {2019},
url = {http://arxiv.org/abs/1902.04742},
eprinttype = {arXiv},
eprint = {1902.04742},
timestamp = {Tue, 21 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1902-04742.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1902-07906,
author = {Eric Wong and
Frank R. Schmidt and
J. Zico Kolter},
title = {Wasserstein Adversarial Examples via Projected Sinkhorn Iterations},
journal = {CoRR},
volume = {abs/1902.07906},
year = {2019},
url = {http://arxiv.org/abs/1902.07906},
eprinttype = {arXiv},
eprint = {1902.07906},
timestamp = {Wed, 16 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1902-07906.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1903-04101,
author = {Chun Kai Ling and
Fei Fang and
J. Zico Kolter},
title = {Large Scale Learning of Agent Rationality in Two-Player Zero-Sum Games},
journal = {CoRR},
volume = {abs/1903.04101},
year = {2019},
url = {http://arxiv.org/abs/1903.04101},
eprinttype = {arXiv},
eprint = {1903.04101},
timestamp = {Wed, 07 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1903-04101.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1904-00759,
author = {Juncheng Li and
Frank R. Schmidt and
J. Zico Kolter},
title = {Adversarial camera stickers: {A} physical camera-based attack on deep
learning systems},
journal = {CoRR},
volume = {abs/1904.00759},
year = {2019},
url = {http://arxiv.org/abs/1904.00759},
eprinttype = {arXiv},
eprint = {1904.00759},
timestamp = {Sat, 23 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1904-00759.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-12149,
author = {Po{-}Wei Wang and
Priya L. Donti and
Bryan Wilder and
J. Zico Kolter},
title = {SATNet: Bridging deep learning and logical reasoning using a differentiable
satisfiability solver},
journal = {CoRR},
volume = {abs/1905.12149},
year = {2019},
url = {http://arxiv.org/abs/1905.12149},
eprinttype = {arXiv},
eprint = {1905.12149},
timestamp = {Mon, 03 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-12149.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-13344,
author = {Vaishnavh Nagarajan and
J. Zico Kolter},
title = {Deterministic PAC-Bayesian generalization bounds for deep networks
via generalizing noise-resilience},
journal = {CoRR},
volume = {abs/1905.13344},
year = {2019},
url = {http://arxiv.org/abs/1905.13344},
eprinttype = {arXiv},
eprint = {1905.13344},
timestamp = {Mon, 03 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-13344.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-00295,
author = {Yao{-}Hung Hubert Tsai and
Shaojie Bai and
Paul Pu Liang and
J. Zico Kolter and
Louis{-}Philippe Morency and
Ruslan Salakhutdinov},
title = {Multimodal Transformer for Unaligned Multimodal Language Sequences},
journal = {CoRR},
volume = {abs/1906.00295},
year = {2019},
url = {http://arxiv.org/abs/1906.00295},
eprinttype = {arXiv},
eprint = {1906.00295},
timestamp = {Thu, 13 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1906-00295.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-06355,
author = {Joseph Szurley and
J. Zico Kolter},
title = {Perceptual Based Adversarial Audio Attacks},
journal = {CoRR},
volume = {abs/1906.06355},
year = {2019},
url = {http://arxiv.org/abs/1906.06355},
eprinttype = {arXiv},
eprint = {1906.06355},
timestamp = {Mon, 24 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1906-06355.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-08707,
author = {Brandon Amos and
Vladlen Koltun and
J. Zico Kolter},
title = {The Limited Multi-Label Projection Layer},
journal = {CoRR},
volume = {abs/1906.08707},
year = {2019},
url = {http://arxiv.org/abs/1906.08707},
eprinttype = {arXiv},
eprint = {1906.08707},
timestamp = {Mon, 24 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1906-08707.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-11897,
author = {Mark Lee and
J. Zico Kolter},
title = {On Physical Adversarial Patches for Object Detection},
journal = {CoRR},
volume = {abs/1906.11897},
year = {2019},
url = {http://arxiv.org/abs/1906.11897},
eprinttype = {arXiv},
eprint = {1906.11897},
timestamp = {Thu, 05 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1906-11897.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1909-01377,
author = {Shaojie Bai and
J. Zico Kolter and
Vladlen Koltun},
title = {Deep Equilibrium Models},
journal = {CoRR},
volume = {abs/1909.01377},
year = {2019},
url = {http://arxiv.org/abs/1909.01377},
eprinttype = {arXiv},
eprint = {1909.01377},
timestamp = {Mon, 16 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1909-01377.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1909-04068,
author = {Pratyush Maini and
Eric Wong and
J. Zico Kolter},
title = {Adversarial Robustness Against the Union of Multiple Perturbation
Models},
journal = {CoRR},
volume = {abs/1909.04068},
year = {2019},
url = {http://arxiv.org/abs/1909.04068},
eprinttype = {arXiv},
eprint = {1909.04068},
timestamp = {Wed, 16 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1909-04068.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1909-13857,
author = {Satya Narayan Shukla and
Anit Kumar Sahu and
Devin Willmott and
J. Zico Kolter},
title = {Black-box Adversarial Attacks with Bayesian Optimization},
journal = {CoRR},
volume = {abs/1909.13857},
year = {2019},
url = {http://arxiv.org/abs/1909.13857},
eprinttype = {arXiv},
eprint = {1909.13857},
timestamp = {Wed, 02 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1909-13857.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-12430,
author = {Akshay Agrawal and
Brandon Amos and
Shane T. Barratt and
Stephen P. Boyd and
Steven Diamond and
J. Zico Kolter},
title = {Differentiable Convex Optimization Layers},
journal = {CoRR},
volume = {abs/1910.12430},
year = {2019},
url = {http://arxiv.org/abs/1910.12430},
eprinttype = {arXiv},
eprint = {1910.12430},
timestamp = {Sat, 17 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1910-12430.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1911-00126,
author = {Juncheng B. Li and
Shuhui Qu and
Xinjian Li and
J. Zico Kolter and
Florian Metze},
title = {Adversarial Music: Real World Audio Adversary Against Wake-word Detection
System},
journal = {CoRR},
volume = {abs/1911.00126},
year = {2019},
url = {http://arxiv.org/abs/1911.00126},
eprinttype = {arXiv},
eprint = {1911.00126},
timestamp = {Mon, 11 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1911-00126.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1911-06837,
author = {Joshua Williams and
J. Zico Kolter},
title = {Dynamic Modeling and Equilibria in Fair Decision Making},
journal = {CoRR},
volume = {abs/1911.06837},
year = {2019},
url = {http://arxiv.org/abs/1911.06837},
eprinttype = {arXiv},
eprint = {1911.06837},
timestamp = {Mon, 02 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1911-06837.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1912-00965,
author = {Rizal Fathony and
J. Zico Kolter},
title = {AP-Perf: Incorporating Generic Performance Metrics in Differentiable
Learning},
journal = {CoRR},
volume = {abs/1912.00965},
year = {2019},
url = {http://arxiv.org/abs/1912.00965},
eprinttype = {arXiv},
eprint = {1912.00965},
timestamp = {Thu, 02 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1912-00965.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/BaiKK18,
author = {Shaojie Bai and
J. Zico Kolter and
Vladlen Koltun},
title = {Convolutional Sequence Modeling Revisited},
booktitle = {6th International Conference on Learning Representations, {ICLR} 2018,
Vancouver, BC, Canada, April 30 - May 3, 2018, Workshop Track Proceedings},
publisher = {OpenReview.net},
year = {2018},
url = {https://openreview.net/forum?id=BJEX-H1Pf},
timestamp = {Thu, 04 Apr 2019 13:20:09 +0200},
biburl = {https://dblp.org/rec/conf/iclr/BaiKK18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/WongK18,
author = {Eric Wong and
J. Zico Kolter},
editor = {Jennifer G. Dy and
Andreas Krause},
title = {Provable Defenses against Adversarial Examples via the Convex Outer
Adversarial Polytope},
booktitle = {Proceedings of the 35th International Conference on Machine Learning,
{ICML} 2018, Stockholmsm{\"{a}}ssan, Stockholm, Sweden, July
10-15, 2018},
series = {Proceedings of Machine Learning Research},
volume = {80},
pages = {5283--5292},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v80/wong18a.html},
timestamp = {Wed, 16 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/WongK18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/LingFK18,
author = {Chun Kai Ling and
Fei Fang and
J. Zico Kolter},
editor = {J{\'{e}}r{\^{o}}me Lang},
title = {What Game Are We Playing? End-to-end Learning in Normal and Extensive
Form Games},
booktitle = {Proceedings of the Twenty-Seventh International Joint Conference on
Artificial Intelligence, {IJCAI} 2018, July 13-19, 2018, Stockholm,
Sweden},
pages = {396--402},
publisher = {ijcai.org},
year = {2018},
url = {https://doi.org/10.24963/ijcai.2018/55},
doi = {10.24963/IJCAI.2018/55},
timestamp = {Wed, 07 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcai/LingFK18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/Belbute-PeresSA18,
author = {Filipe de Avila Belbute{-}Peres and
Kevin A. Smith and
Kelsey R. Allen and
Josh Tenenbaum and
J. Zico Kolter},
editor = {Samy Bengio and
Hanna M. Wallach and
Hugo Larochelle and
Kristen Grauman and
Nicol{\`{o}} Cesa{-}Bianchi and
Roman Garnett},
title = {End-to-End Differentiable Physics for Learning and Control},
booktitle = {Advances in Neural Information Processing Systems 31: Annual Conference
on Neural Information Processing Systems 2018, NeurIPS 2018, December
3-8, 2018, Montr{\'{e}}al, Canada},
pages = {7178--7189},
year = {2018},
url = {https://proceedings.neurips.cc/paper/2018/hash/842424a1d0595b76ec4fa03c46e8d755-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/Belbute-PeresSA18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/AmosRSBK18,
author = {Brandon Amos and
Ivan Dario Jimenez Rodriguez and
Jacob Sacks and
Byron Boots and
J. Zico Kolter},
editor = {Samy Bengio and
Hanna M. Wallach and
Hugo Larochelle and
Kristen Grauman and
Nicol{\`{o}} Cesa{-}Bianchi and
Roman Garnett},
title = {Differentiable {MPC} for End-to-end Planning and Control},
booktitle = {Advances in Neural Information Processing Systems 31: Annual Conference
on Neural Information Processing Systems 2018, NeurIPS 2018, December
3-8, 2018, Montr{\'{e}}al, Canada},
pages = {8299--8310},
year = {2018},
url = {https://proceedings.neurips.cc/paper/2018/hash/ba6d843eb4251a4526ce65d1807a9309-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/AmosRSBK18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/WongSMK18,
author = {Eric Wong and
Frank R. Schmidt and
Jan Hendrik Metzen and
J. Zico Kolter},
editor = {Samy Bengio and
Hanna M. Wallach and
Hugo Larochelle and
Kristen Grauman and
Nicol{\`{o}} Cesa{-}Bianchi and
Roman Garnett},
title = {Scaling provable adversarial defenses},
booktitle = {Advances in Neural Information Processing Systems 31: Annual Conference
on Neural Information Processing Systems 2018, NeurIPS 2018, December
3-8, 2018, Montr{\'{e}}al, Canada},
pages = {8410--8419},
year = {2018},
url = {https://proceedings.neurips.cc/paper/2018/hash/358f9e7be09177c17d0d17ff73584307-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/WongSMK18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/WangZMDK18,
author = {Po{-}Wei Wang and
Huan Zhang and
Vijai Mohan and
Inderjit S. Dhillon and
J. Zico Kolter},
editor = {Jon Degenhardt and
Giuseppe Di Fabbrizio and
Surya Kallumadi and
Mohit Kumar and
Andrew Trotman and
Yiu{-}Chang Lin and
Huasha Zhao},
title = {Realtime Query Completion via Deep Language Models},
booktitle = {The {SIGIR} 2018 Workshop On eCommerce co-located with the 41st International
{ACM} {SIGIR} Conference on Research and Development in Information
Retrieval {(SIGIR} 2018), Ann Arbor, Michigan, USA, July 12, 2018},
series = {{CEUR} Workshop Proceedings},
volume = {2319},
publisher = {CEUR-WS.org},
year = {2018},
url = {https://ceur-ws.org/Vol-2319/paper24.pdf},
timestamp = {Fri, 10 Mar 2023 16:22:17 +0100},
biburl = {https://dblp.org/rec/conf/sigir/WangZMDK18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1803-01271,
author = {Shaojie Bai and
J. Zico Kolter and
Vladlen Koltun},
title = {An Empirical Evaluation of Generic Convolutional and Recurrent Networks
for Sequence Modeling},
journal = {CoRR},
volume = {abs/1803.01271},
year = {2018},
url = {http://arxiv.org/abs/1803.01271},
eprinttype = {arXiv},
eprint = {1803.01271},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1803-01271.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1805-02777,
author = {Chun Kai Ling and
Fei Fang and
J. Zico Kolter},
title = {What game are we playing? End-to-end learning in normal and extensive
form games},
journal = {CoRR},
volume = {abs/1805.02777},
year = {2018},
url = {http://arxiv.org/abs/1805.02777},
eprinttype = {arXiv},
eprint = {1805.02777},
timestamp = {Wed, 07 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1805-02777.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1805-12514,
author = {Eric Wong and
Frank R. Schmidt and
Jan Hendrik Metzen and
J. Zico Kolter},
title = {Scaling provable adversarial defenses},
journal = {CoRR},
volume = {abs/1805.12514},
year = {2018},
url = {http://arxiv.org/abs/1805.12514},
eprinttype = {arXiv},
eprint = {1805.12514},
timestamp = {Wed, 16 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1805-12514.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1810-06682,
author = {Shaojie Bai and
J. Zico Kolter and
Vladlen Koltun},
title = {Trellis Networks for Sequence Modeling},
journal = {CoRR},
volume = {abs/1810.06682},
year = {2018},
url = {http://arxiv.org/abs/1810.06682},
eprinttype = {arXiv},
eprint = {1810.06682},
timestamp = {Tue, 30 Oct 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1810-06682.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1810-10082,
author = {Alnur Ali and
J. Zico Kolter and
Ryan J. Tibshirani},
title = {A Continuous-Time View of Early Stopping for Least Squares Regression},
journal = {CoRR},
volume = {abs/1810.10082},
year = {2018},
url = {http://arxiv.org/abs/1810.10082},
eprinttype = {arXiv},
eprint = {1810.10082},
timestamp = {Thu, 01 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1810-10082.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1810-13400,
author = {Brandon Amos and
Ivan Dario Jimenez Rodriguez and
Jacob Sacks and
Byron Boots and
J. Zico Kolter},
title = {Differentiable {MPC} for End-to-end Planning and Control},
journal = {CoRR},
volume = {abs/1810.13400},
year = {2018},
url = {http://arxiv.org/abs/1810.13400},
eprinttype = {arXiv},
eprint = {1810.13400},
timestamp = {Thu, 08 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1810-13400.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1812-06362,
author = {Po{-}Wei Wang and
J. Zico Kolter},
title = {Low-rank semidefinite programming for the {MAX2SAT} problem},
journal = {CoRR},
volume = {abs/1812.06362},
year = {2018},
url = {http://arxiv.org/abs/1812.06362},
eprinttype = {arXiv},
eprint = {1812.06362},
timestamp = {Thu, 03 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1812-06362.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/WangLK17,
author = {Po{-}Wei Wang and
Chun{-}Liang Li and
J. Zico Kolter},
editor = {Satinder Singh and
Shaul Markovitch},
title = {Polynomial Optimization Methods for Matrix Factorization},
booktitle = {Proceedings of the Thirty-First {AAAI} Conference on Artificial Intelligence,
February 4-9, 2017, San Francisco, California, {USA}},
pages = {2710--2717},
publisher = {{AAAI} Press},
year = {2017},
url = {https://doi.org/10.1609/aaai.v31i1.10941},
doi = {10.1609/AAAI.V31I1.10941},
timestamp = {Mon, 04 Sep 2023 14:40:32 +0200},
biburl = {https://dblp.org/rec/conf/aaai/WangLK17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/AliWK17,
author = {Alnur Ali and
Eric Wong and
J. Zico Kolter},
editor = {Doina Precup and
Yee Whye Teh},
title = {A Semismooth Newton Method for Fast, Generic Convex Programming},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {70--79},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/ali17a.html},
timestamp = {Wed, 16 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/AliWK17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/AmosK17,
author = {Brandon Amos and
J. Zico Kolter},
editor = {Doina Precup and
Yee Whye Teh},
title = {OptNet: Differentiable Optimization as a Layer in Neural Networks},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {136--145},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/amos17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/AmosK17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/AmosXK17,
author = {Brandon Amos and
Lei Xu and
J. Zico Kolter},
editor = {Doina Precup and
Yee Whye Teh},
title = {Input Convex Neural Networks},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {146--155},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/amos17b.html},
timestamp = {Tue, 16 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/AmosXK17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/DontiKA17,
author = {Priya L. Donti and
J. Zico Kolter and
Brandon Amos},
editor = {Isabelle Guyon and
Ulrike von Luxburg and
Samy Bengio and
Hanna M. Wallach and
Rob Fergus and
S. V. N. Vishwanathan and
Roman Garnett},
title = {Task-based End-to-end Model Learning in Stochastic Optimization},
booktitle = {Advances in Neural Information Processing Systems 30: Annual Conference
on Neural Information Processing Systems 2017, December 4-9, 2017,
Long Beach, CA, {USA}},
pages = {5484--5494},
year = {2017},
url = {https://proceedings.neurips.cc/paper/2017/hash/3fc2c60b5782f641f76bcefc39fb2392-Abstract.html},
timestamp = {Thu, 21 Jan 2021 13:58:27 +0100},
biburl = {https://dblp.org/rec/conf/nips/DontiKA17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/NagarajanK17,
author = {Vaishnavh Nagarajan and
J. Zico Kolter},
editor = {Isabelle Guyon and
Ulrike von Luxburg and
Samy Bengio and
Hanna M. Wallach and
Rob Fergus and
S. V. N. Vishwanathan and
Roman Garnett},
title = {Gradient descent {GAN} optimization is locally stable},
booktitle = {Advances in Neural Information Processing Systems 30: Annual Conference
on Neural Information Processing Systems 2017, December 4-9, 2017,
Long Beach, CA, {USA}},
pages = {5585--5595},
year = {2017},
url = {https://proceedings.neurips.cc/paper/2017/hash/7e0a0209b929d097bd3e8ef30567a5c1-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/NagarajanK17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/AmosK17,
author = {Brandon Amos and
J. Zico Kolter},
title = {OptNet: Differentiable Optimization as a Layer in Neural Networks},
journal = {CoRR},
volume = {abs/1703.00443},
year = {2017},
url = {http://arxiv.org/abs/1703.00443},
eprinttype = {arXiv},
eprint = {1703.00443},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/AmosK17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/DontiAK17,
author = {Priya L. Donti and
Brandon Amos and
J. Zico Kolter},
title = {Task-based End-to-end Model Learning},
journal = {CoRR},
volume = {abs/1703.04529},
year = {2017},
url = {http://arxiv.org/abs/1703.04529},
eprinttype = {arXiv},
eprint = {1703.04529},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/DontiAK17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/WangCK17,
author = {Po{-}Wei Wang and
Wei{-}Cheng Chang and
J. Zico Kolter},
title = {The Mixing method: coordinate descent for low-rank semidefinite programming},
journal = {CoRR},
volume = {abs/1706.00476},
year = {2017},
url = {http://arxiv.org/abs/1706.00476},
eprinttype = {arXiv},
eprint = {1706.00476},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/WangCK17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/NagarajanK17,
author = {Vaishnavh Nagarajan and
J. Zico Kolter},
title = {Gradient descent {GAN} optimization is locally stable},
journal = {CoRR},
volume = {abs/1706.04156},
year = {2017},
url = {http://arxiv.org/abs/1706.04156},
eprinttype = {arXiv},
eprint = {1706.04156},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/NagarajanK17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1710-02595,
author = {Umang Bhatt and
Shouvik Mani and
Edgar Xi and
J. Zico Kolter},
title = {Intelligent Pothole Detection and Road Condition Assessment},
journal = {CoRR},
volume = {abs/1710.02595},
year = {2017},
url = {http://arxiv.org/abs/1710.02595},
eprinttype = {arXiv},
eprint = {1710.02595},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1710-02595.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1711-00851,
author = {J. Zico Kolter and
Eric Wong},
title = {Provable defenses against adversarial examples via the convex outer
adversarial polytope},
journal = {CoRR},
volume = {abs/1711.00851},
year = {2017},
url = {http://arxiv.org/abs/1711.00851},
eprinttype = {arXiv},
eprint = {1711.00851},
timestamp = {Wed, 16 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1711-00851.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ress/MemarzadehPK16,
author = {Milad Memarzadeh and
Matteo Pozzi and
J. Zico Kolter},
title = {Hierarchical modeling of systems with similar components: {A} framework
for adaptive monitoring and control},
journal = {Reliab. Eng. Syst. Saf.},
volume = {153},
pages = {159--169},
year = {2016},
url = {https://doi.org/10.1016/j.ress.2016.04.016},
doi = {10.1016/J.RESS.2016.04.016},
timestamp = {Tue, 25 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ress/MemarzadehPK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/WangWK16,
author = {Po{-}Wei Wang and
Matt Wytock and
J. Zico Kolter},
editor = {Maria{-}Florina Balcan and
Kilian Q. Weinberger},
title = {Epigraph projections for fast general convex programming},
booktitle = {Proceedings of the 33nd International Conference on Machine Learning,
{ICML} 2016, New York City, NY, USA, June 19-24, 2016},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {48},
pages = {2868--2877},
publisher = {JMLR.org},
year = {2016},
url = {http://proceedings.mlr.press/v48/wangh16.html},
timestamp = {Wed, 29 May 2019 08:41:46 +0200},
biburl = {https://dblp.org/rec/conf/icml/WangWK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/AliKT16,
author = {Alnur Ali and
J. Zico Kolter and
Ryan J. Tibshirani},
editor = {Daniel D. Lee and
Masashi Sugiyama and
Ulrike von Luxburg and
Isabelle Guyon and
Roman Garnett},
title = {The Multiple Quantile Graphical Model},
booktitle = {Advances in Neural Information Processing Systems 29: Annual Conference
on Neural Information Processing Systems 2016, December 5-10, 2016,
Barcelona, Spain},
pages = {3747--3755},
year = {2016},
url = {https://proceedings.neurips.cc/paper/2016/hash/537de305e941fccdbba5627e3eefbb24-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/AliKT16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pscc/ZhangHKH16,
author = {Xiao Zhang and
Gabriela Hug and
J. Zico Kolter and
Iiro Harjunkoski},
title = {Computational approaches for efficient scheduling of steel plants
as demand response resource},
booktitle = {Power Systems Computation Conference, {PSCC} 2016, Genoa, Italy, June
20-24, 2016},
pages = {1--7},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/PSCC.2016.7540881},
doi = {10.1109/PSCC.2016.7540881},
timestamp = {Wed, 16 Oct 2019 14:14:49 +0200},
biburl = {https://dblp.org/rec/conf/pscc/ZhangHKH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/AmosXK16,
author = {Brandon Amos and
Lei Xu and
J. Zico Kolter},
title = {Input Convex Neural Networks},
journal = {CoRR},
volume = {abs/1609.07152},
year = {2016},
url = {http://arxiv.org/abs/1609.07152},
eprinttype = {arXiv},
eprint = {1609.07152},
timestamp = {Tue, 16 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/AmosXK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jccee/MemarzadehPK15,
author = {Milad Memarzadeh and
Matteo Pozzi and
J. Zico Kolter},
title = {Optimal Planning and Learning in Uncertain Environments for the Management
of Wind Farms},
journal = {J. Comput. Civ. Eng.},
volume = {29},
number = {5},
year = {2015},
url = {https://doi.org/10.1061/(asce)cp.1943-5487.0000390},
doi = {10.1061/(ASCE)CP.1943-5487.0000390},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jccee/MemarzadehPK15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/EarlyK15,
author = {Kirstin Early and
J. Zico Kolter},
editor = {Bistra Dilkina and
Stefano Ermon and
Rebecca A. Hutchinson and
Daniel Sheldon},
title = {An Additive Autoregressive Hidden Markov Model for Energy Disaggregation},
booktitle = {Computational Sustainability, Papers from the 2015 {AAAI} Workshop,
Austin, Texas, USA, January 26, 2015},
series = {{AAAI} Technical Report},
volume = {{WS-15-06}},
publisher = {{AAAI} Press},
year = {2015},
url = {http://aaai.org/ocs/index.php/WS/AAAIW15/paper/view/10198},
timestamp = {Tue, 05 Sep 2023 08:59:27 +0200},
biburl = {https://dblp.org/rec/conf/aaai/EarlyK15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/WongK15,
author = {Eric Wong and
J. Zico Kolter},
editor = {Blai Bonet and
Sven Koenig},
title = {An {SVD} and Derivative Kernel Approach to Learning from Geometric
Data},
booktitle = {Proceedings of the Twenty-Ninth {AAAI} Conference on Artificial Intelligence,
January 25-30, 2015, Austin, Texas, {USA}},
pages = {1889--1895},
publisher = {{AAAI} Press},
year = {2015},
url = {https://doi.org/10.1609/aaai.v29i1.9472},
doi = {10.1609/AAAI.V29I1.9472},
timestamp = {Mon, 18 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/WongK15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/AliKDB15,
author = {Alnur Ali and
J. Zico Kolter and
Steven Diamond and
Stephen P. Boyd},
editor = {Marina Meila and
Tom Heskes},
title = {Disciplined Convex Stochastic Programming: {A} New Framework for Stochastic
Optimization},
booktitle = {Proceedings of the Thirty-First Conference on Uncertainty in Artificial
Intelligence, {UAI} 2015, July 12-16, 2015, Amsterdam, The Netherlands},
pages = {62--71},
publisher = {{AUAI} Press},
year = {2015},
url = {http://auai.org/uai2015/proceedings/papers/103.pdf},
timestamp = {Thu, 12 Mar 2020 11:31:09 +0100},
biburl = {https://dblp.org/rec/conf/uai/AliKDB15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/WytockK14,
author = {Matt Wytock and
J. Zico Kolter},
editor = {Carla E. Brodley and
Peter Stone},
title = {Contextually Supervised Source Separation with Application to Energy
Disaggregation},
booktitle = {Proceedings of the Twenty-Eighth {AAAI} Conference on Artificial Intelligence,
July 27 -31, 2014, Qu{\'{e}}bec City, Qu{\'{e}}bec, Canada},
pages = {486--492},
publisher = {{AAAI} Press},
year = {2014},
url = {https://doi.org/10.1609/aaai.v28i1.8769},
doi = {10.1609/AAAI.V28I1.8769},
timestamp = {Mon, 04 Sep 2023 15:06:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/WytockK14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/WytockSK14,
author = {Matt Wytock and
Suvrit Sra and
Jeremy Z. Kolter},
editor = {Nevin L. Zhang and
Jin Tian},
title = {Fast Newton methods for the group fused lasso},
booktitle = {Proceedings of the Thirtieth Conference on Uncertainty in Artificial
Intelligence, {UAI} 2014, Quebec City, Quebec, Canada, July 23-27,
2014},
pages = {888--897},
publisher = {{AUAI} Press},
year = {2014},
url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=2525\&\#38;proceeding\_id=30},
timestamp = {Wed, 03 Feb 2021 11:09:27 +0100},
biburl = {https://dblp.org/rec/conf/uai/WytockSK14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdc/WytockK13,
author = {Matt Wytock and
J. Zico Kolter},
title = {Large-scale probabilistic forecasting in energy systems using sparse
Gaussian conditional random fields},
booktitle = {Proceedings of the 52nd {IEEE} Conference on Decision and Control,
{CDC} 2013, Florence, Italy, December 10-13, 2013},
pages = {1019--1024},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/CDC.2013.6760016},
doi = {10.1109/CDC.2013.6760016},
timestamp = {Fri, 04 Mar 2022 13:29:02 +0100},
biburl = {https://dblp.org/rec/conf/cdc/WytockK13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/WytockK13,
author = {Matt Wytock and
J. Zico Kolter},
title = {Sparse Gaussian Conditional Random Fields: Algorithms, Theory, and
Application to Energy Forecasting},
booktitle = {Proceedings of the 30th International Conference on Machine Learning,
{ICML} 2013, Atlanta, GA, USA, 16-21 June 2013},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {28},
pages = {1265--1273},
publisher = {JMLR.org},
year = {2013},
url = {http://proceedings.mlr.press/v28/wytock13.html},
timestamp = {Wed, 29 May 2019 08:41:45 +0200},
biburl = {https://dblp.org/rec/conf/icml/WytockK13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smartgridcomm/KaraKBKHY13,
author = {Emre Can Kara and
J. Zico Kolter and
Mario Berges and
Bruce H. Krogh and
Gabriela Hug and
Tug{\c{c}}e Y{\"{u}}ksel},
title = {A moving horizon state estimator in the control of thermostatically
controlled loads for demand response},
booktitle = {{IEEE} Fourth International Conference on Smart Grid Communications,
SmartGridComm 2013, Vancouver, BC, Canada, October 21-24, 2013},
pages = {253--258},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/SmartGridComm.2013.6687966},
doi = {10.1109/SMARTGRIDCOMM.2013.6687966},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/smartgridcomm/KaraKBKHY13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/WytockK13,
author = {Matt Wytock and
J. Zico Kolter},
title = {A Fast Algorithm for Sparse Controller Design},
journal = {CoRR},
volume = {abs/1312.4892},
year = {2013},
url = {http://arxiv.org/abs/1312.4892},
eprinttype = {arXiv},
eprint = {1312.4892},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/WytockK13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/WytockK13a,
author = {Matt Wytock and
J. Zico Kolter},
title = {Contextually Supervised Source Separation with Application to Energy
Disaggregation},
journal = {CoRR},
volume = {abs/1312.5023},
year = {2013},
url = {http://arxiv.org/abs/1312.5023},
eprinttype = {arXiv},
eprint = {1312.5023},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/WytockK13a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/amcc/KolterJT12,
author = {J. Zico Kolter and
Zachary Jackowski and
Russ Tedrake},
title = {Design, analysis, and learning control of a fully actuated micro wind
turbine},
booktitle = {American Control Conference, {ACC} 2012, Montreal, QC, Canada, June
27-29, 2012},
pages = {2256--2263},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/ACC.2012.6315604},
doi = {10.1109/ACC.2012.6315604},
timestamp = {Sun, 08 Aug 2021 01:40:54 +0200},
biburl = {https://dblp.org/rec/conf/amcc/KolterJT12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/KolterJ12,
author = {J. Zico Kolter and
Tommi S. Jaakkola},
editor = {Neil D. Lawrence and
Mark A. Girolami},
title = {Approximate Inference in Additive Factorial HMMs with Application
to Energy Disaggregation},
booktitle = {Proceedings of the Fifteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2012, La Palma, Canary Islands,
Spain, April 21-23, 2012},
series = {{JMLR} Proceedings},
volume = {22},
pages = {1472--1482},
publisher = {JMLR.org},
year = {2012},
url = {http://proceedings.mlr.press/v22/zico12.html},
timestamp = {Wed, 29 May 2019 08:41:44 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/KolterJ12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijrr/KolterN11,
author = {J. Zico Kolter and
Andrew Y. Ng},
title = {The Stanford LittleDog: {A} learning and rapid replanning approach
to quadruped locomotion},
journal = {Int. J. Robotics Res.},
volume = {30},
number = {2},
pages = {150--174},
year = {2011},
url = {https://doi.org/10.1177/0278364910390537},
doi = {10.1177/0278364910390537},
timestamp = {Thu, 17 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijrr/KolterN11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/KolterF11,
author = {J. Zico Kolter and
Joseph Ferreira Jr.},
editor = {Wolfram Burgard and
Dan Roth},
title = {A Large-Scale Study on Predicting and Contextualizing Building Energy
Usage},
booktitle = {Proceedings of the Twenty-Fifth {AAAI} Conference on Artificial Intelligence,
{AAAI} 2011, San Francisco, California, USA, August 7-11, 2011},
pages = {1349--1356},
publisher = {{AAAI} Press},
year = {2011},
url = {https://doi.org/10.1609/aaai.v25i1.7806},
doi = {10.1609/AAAI.V25I1.7806},
timestamp = {Sat, 21 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/KolterF11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ivs/LevinsonABDHKKLPPSSSTWT11,
author = {Jesse Levinson and
Jake Askeland and
Jan Becker and
Jennifer Dolson and
David Held and
S{\"{o}}ren Kammel and
J. Zico Kolter and
Dirk Langer and
Oliver Pink and
Vaughan R. Pratt and
Michael Sokolsky and
Ganymed Stanek and
David Michael Stavens and
Alex Teichman and
Moritz Werling and
Sebastian Thrun},
title = {Towards fully autonomous driving: Systems and algorithms},
booktitle = {{IEEE} Intelligent Vehicles Symposium (IV), 2011, Baden-Baden, Germany,
June 5-9, 2011},
pages = {163--168},
publisher = {{IEEE}},
year = {2011},
url = {https://doi.org/10.1109/IVS.2011.5940562},
doi = {10.1109/IVS.2011.5940562},
timestamp = {Wed, 16 Oct 2019 14:14:57 +0200},
biburl = {https://dblp.org/rec/conf/ivs/LevinsonABDHKKLPPSSSTWT11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/Kolter11,
author = {J. Zico Kolter},
editor = {John Shawe{-}Taylor and
Richard S. Zemel and
Peter L. Bartlett and
Fernando C. N. Pereira and
Kilian Q. Weinberger},
title = {The Fixed Points of Off-Policy {TD}},
booktitle = {Advances in Neural Information Processing Systems 24: 25th Annual
Conference on Neural Information Processing Systems 2011. Proceedings
of a meeting held 12-14 December 2011, Granada, Spain},
pages = {2169--2177},
year = {2011},
url = {https://proceedings.neurips.cc/paper/2011/hash/fe2d010308a6b3799a3d9c728ee74244-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/Kolter11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/us/Kolter10,
author = {J. Zico Kolter},
title = {Learning and control with inaccurate models},
school = {Stanford University, {USA}},
year = {2010},
url = {https://searchworks.stanford.edu/view/8714806},
timestamp = {Fri, 02 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/phd/us/Kolter10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icra/KolterPJNT10,
author = {J. Zico Kolter and
Christian Plagemann and
David T. Jackson and
Andrew Y. Ng and
Sebastian Thrun},
title = {A probabilistic approach to mixed open-loop and closed-loop control,
with application to extreme autonomous driving},
booktitle = {{IEEE} International Conference on Robotics and Automation, {ICRA}
2010, Anchorage, Alaska, USA, 3-7 May 2010},
pages = {839--845},
publisher = {{IEEE}},
year = {2010},
url = {https://doi.org/10.1109/ROBOT.2010.5509562},
doi = {10.1109/ROBOT.2010.5509562},
timestamp = {Mon, 22 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icra/KolterPJNT10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/KolterBN10,
author = {J. Zico Kolter and
Siddharth Batra and
Andrew Y. Ng},
editor = {John D. Lafferty and
Christopher K. I. Williams and
John Shawe{-}Taylor and
Richard S. Zemel and
Aron Culotta},
title = {Energy Disaggregation via Discriminative Sparse Coding},
booktitle = {Advances in Neural Information Processing Systems 23: 24th Annual
Conference on Neural Information Processing Systems 2010. Proceedings
of a meeting held 6-9 December 2010, Vancouver, British Columbia,
Canada},
pages = {1153--1161},
publisher = {Curran Associates, Inc.},
year = {2010},
url = {https://proceedings.neurips.cc/paper/2010/hash/7810ccd41bf26faaa2c4e1f20db70a71-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/KolterBN10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KolterN09,
author = {J. Zico Kolter and
Andrew Y. Ng},
editor = {Andrea Pohoreckyj Danyluk and
L{\'{e}}on Bottou and
Michael L. Littman},
title = {Near-Bayesian exploration in polynomial time},
booktitle = {Proceedings of the 26th Annual International Conference on Machine
Learning, {ICML} 2009, Montreal, Quebec, Canada, June 14-18, 2009},
series = {{ACM} International Conference Proceeding Series},
volume = {382},
pages = {513--520},
publisher = {{ACM}},
year = {2009},
url = {https://doi.org/10.1145/1553374.1553441},
doi = {10.1145/1553374.1553441},
timestamp = {Tue, 06 Nov 2018 16:58:29 +0100},
biburl = {https://dblp.org/rec/conf/icml/KolterN09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KolterN09a,
author = {J. Zico Kolter and
Andrew Y. Ng},
editor = {Andrea Pohoreckyj Danyluk and
L{\'{e}}on Bottou and
Michael L. Littman},
title = {Regularization and feature selection in least-squares temporal difference
learning},
booktitle = {Proceedings of the 26th Annual International Conference on Machine
Learning, {ICML} 2009, Montreal, Quebec, Canada, June 14-18, 2009},
series = {{ACM} International Conference Proceeding Series},
volume = {382},
pages = {521--528},
publisher = {{ACM}},
year = {2009},
url = {https://doi.org/10.1145/1553374.1553442},
doi = {10.1145/1553374.1553442},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/KolterN09a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icra/KolterKN09,
author = {J. Zico Kolter and
Youngjun Kim and
Andrew Y. Ng},
title = {Stereo vision and terrain modeling for quadruped robots},
booktitle = {2009 {IEEE} International Conference on Robotics and Automation, {ICRA}
2009, Kobe, Japan, May 12-17, 2009},
pages = {1557--1564},
publisher = {{IEEE}},
year = {2009},
url = {https://doi.org/10.1109/ROBOT.2009.5152795},
doi = {10.1109/ROBOT.2009.5152795},
timestamp = {Mon, 22 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icra/KolterKN09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icra/KolterN09,
author = {J. Zico Kolter and
Andrew Y. Ng},
title = {Task-space trajectories via cubic spline optimization},
booktitle = {2009 {IEEE} International Conference on Robotics and Automation, {ICRA}
2009, Kobe, Japan, May 12-17, 2009},
pages = {1675--1682},
publisher = {{IEEE}},
year = {2009},
url = {https://doi.org/10.1109/ROBOT.2009.5152554},
doi = {10.1109/ROBOT.2009.5152554},
timestamp = {Mon, 22 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icra/KolterN09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/rss/KolterN09,
author = {J. Zico Kolter and
Andrew Y. Ng},
editor = {Jeff Trinkle and
Yoky Matsuoka and
Jos{\'{e}} A. Castellanos},
title = {Policy search via the signed derivative},
booktitle = {Robotics: Science and Systems V, University of Washington, Seattle,
USA, June 28 - July 1, 2009},
publisher = {The {MIT} Press},
year = {2009},
url = {http://www.roboticsproceedings.org/rss05/p27.html},
doi = {10.15607/RSS.2009.V.027},
timestamp = {Wed, 07 Dec 2022 22:58:51 +0100},
biburl = {https://dblp.org/rec/conf/rss/KolterN09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KolterCNGD08,
author = {J. Zico Kolter and
Adam Coates and
Andrew Y. Ng and
Yi Gu and
Charles DuHadway},
editor = {William W. Cohen and
Andrew McCallum and
Sam T. Roweis},
title = {Space-indexed dynamic programming: learning to follow trajectories},
booktitle = {Machine Learning, Proceedings of the Twenty-Fifth International Conference
{(ICML} 2008), Helsinki, Finland, June 5-9, 2008},
series = {{ACM} International Conference Proceeding Series},
volume = {307},
pages = {488--495},
publisher = {{ACM}},
year = {2008},
url = {https://doi.org/10.1145/1390156.1390218},
doi = {10.1145/1390156.1390218},
timestamp = {Mon, 23 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/KolterCNGD08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icra/KolterRN08,
author = {J. Zico Kolter and
Mike P. Rodgers and
Andrew Y. Ng},
title = {A control architecture for quadruped locomotion over rough terrain},
booktitle = {2008 {IEEE} International Conference on Robotics and Automation, {ICRA}
2008, May 19-23, 2008, Pasadena, California, {USA}},
pages = {811--818},
publisher = {{IEEE}},
year = {2008},
url = {https://doi.org/10.1109/ROBOT.2008.4543305},
doi = {10.1109/ROBOT.2008.4543305},
timestamp = {Mon, 22 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icra/KolterRN08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/KolterM07,
author = {J. Zico Kolter and
Marcus A. Maloof},
title = {Dynamic Weighted Majority: An Ensemble Method for Drifting Concepts},
journal = {J. Mach. Learn. Res.},
volume = {8},
pages = {2755--2790},
year = {2007},
url = {https://dl.acm.org/doi/10.5555/1314498.1390333},
doi = {10.5555/1314498.1390333},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/KolterM07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/KolterAN07,
author = {J. Zico Kolter and
Pieter Abbeel and
Andrew Y. Ng},
editor = {John C. Platt and
Daphne Koller and
Yoram Singer and
Sam T. Roweis},
title = {Hierarchical Apprenticeship Learning with Application to Quadruped
Locomotion},
booktitle = {Advances in Neural Information Processing Systems 20, Proceedings
of the Twenty-First Annual Conference on Neural Information Processing
Systems, Vancouver, British Columbia, Canada, December 3-6, 2007},
pages = {769--776},
publisher = {Curran Associates, Inc.},
year = {2007},
url = {https://proceedings.neurips.cc/paper/2007/hash/54a367d629152b720749e187b3eaa11b-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/KolterAN07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/rss/KolterN07,
author = {J. Zico Kolter and
Andrew Y. Ng},
editor = {Wolfram Burgard and
Oliver Brock and
Cyrill Stachniss},
title = {Learning omnidirectional path following using dimensionality reduction},
booktitle = {Robotics: Science and Systems III, June 27-30, 2007, Georgia Institute
of Technology, Atlanta, Georgia, {USA}},
publisher = {The {MIT} Press},
year = {2007},
url = {http://www.roboticsproceedings.org/rss03/p33.html},
doi = {10.15607/RSS.2007.III.033},
timestamp = {Fri, 29 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/rss/KolterN07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/KolterM06,
author = {Jeremy Z. Kolter and
Marcus A. Maloof},
title = {Learning to Detect and Classify Malicious Executables in the Wild},
journal = {J. Mach. Learn. Res.},
volume = {7},
pages = {2721--2744},
year = {2006},
url = {http://jmlr.org/papers/v7/kolter06a.html},
timestamp = {Wed, 10 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/KolterM06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KolterM05,
author = {Jeremy Z. Kolter and
Marcus A. Maloof},
editor = {Luc De Raedt and
Stefan Wrobel},
title = {Using additive expert ensembles to cope with concept drift},
booktitle = {Machine Learning, Proceedings of the Twenty-Second International Conference
{(ICML} 2005), Bonn, Germany, August 7-11, 2005},
series = {{ACM} International Conference Proceeding Series},
volume = {119},
pages = {449--456},
publisher = {{ACM}},
year = {2005},
url = {https://doi.org/10.1145/1102351.1102408},
doi = {10.1145/1102351.1102408},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/KolterM05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/KolterM04,
author = {Jeremy Z. Kolter and
Marcus A. Maloof},
editor = {Won Kim and
Ron Kohavi and
Johannes Gehrke and
William DuMouchel},
title = {Learning to detect malicious executables in the wild},
booktitle = {Proceedings of the Tenth {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, Seattle, Washington, USA, August
22-25, 2004},
pages = {470--478},
publisher = {{ACM}},
year = {2004},
url = {https://doi.org/10.1145/1014052.1014105},
doi = {10.1145/1014052.1014105},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/KolterM04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/KolterM03,
author = {Jeremy Z. Kolter and
Marcus A. Maloof},
title = {Dynamic Weighted Majority: {A} New Ensemble Method for Tracking Concept
Drift},
booktitle = {Proceedings of the 3rd {IEEE} International Conference on Data Mining
{(ICDM} 2003), 19-22 December 2003, Melbourne, Florida, {USA}},
pages = {123--130},
publisher = {{IEEE} Computer Society},
year = {2003},
url = {https://doi.org/10.1109/ICDM.2003.1250911},
doi = {10.1109/ICDM.2003.1250911},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/KolterM03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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