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ORCIDBibTeX records: Daniel M. Roy 0001
@article{DBLP:journals/pacmpl/AckermanFKKMRSY24,
author = {Nathanael L. Ackerman and
Cameron E. Freer and
Younesse Kaddar and
Jacek Karwowski and
Sean K. Moss and
Daniel M. Roy and
Sam Staton and
Hongseok Yang},
title = {Probabilistic Programming Interfaces for Random Graphs: Markov Categories,
Graphons, and Nominal Sets},
journal = {Proc. {ACM} Program. Lang.},
volume = {8},
number = {{POPL}},
pages = {1819--1849},
year = {2024},
url = {https://doi.org/10.1145/3632903},
doi = {10.1145/3632903},
timestamp = {Sat, 10 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pacmpl/AckermanFKKMRSY24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-09327,
author = {Idan Attias and
Gintare Karolina Dziugaite and
Mahdi Haghifam and
Roi Livni and
Daniel M. Roy},
title = {Information Complexity of Stochastic Convex Optimization: Applications
to Generalization and Memorization},
journal = {CoRR},
volume = {abs/2402.09327},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.09327},
doi = {10.48550/ARXIV.2402.09327},
eprinttype = {arXiv},
eprint = {2402.09327},
timestamp = {Tue, 20 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-09327.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/alt/HaghifamGTS0D23,
author = {Mahdi Haghifam and
Borja Rodr{\'{\i}}guez G{\'{a}}lvez and
Ragnar Thobaben and
Mikael Skoglund and
Daniel M. Roy and
Gintare Karolina Dziugaite},
editor = {Shipra Agrawal and
Francesco Orabona},
title = {Limitations of Information-Theoretic Generalization Bounds for Gradient
Descent Methods in Stochastic Convex Optimization},
booktitle = {International Conference on Algorithmic Learning Theory, February
20-23, 2023, Singapore},
series = {Proceedings of Machine Learning Research},
volume = {201},
pages = {663--706},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v201/haghifam23a.html},
timestamp = {Wed, 15 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/alt/HaghifamGTS0D23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-17759,
author = {Lorenzo Noci and
Chuning Li and
Mufan Bill Li and
Bobby He and
Thomas Hofmann and
Chris J. Maddison and
Daniel M. Roy},
title = {The Shaped Transformer: Attention Models in the Infinite Depth-and-Width
Limit},
journal = {CoRR},
volume = {abs/2306.17759},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.17759},
doi = {10.48550/ARXIV.2306.17759},
eprinttype = {arXiv},
eprint = {2306.17759},
timestamp = {Wed, 28 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-17759.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2312-17127,
author = {Nathanael L. Ackerman and
Cameron E. Freer and
Younesse Kaddar and
Jacek Karwowski and
Sean K. Moss and
Daniel M. Roy and
Sam Staton and
Hongseok Yang},
title = {Probabilistic programming interfaces for random graphs: Markov categories,
graphons, and nominal sets},
journal = {CoRR},
volume = {abs/2312.17127},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2312.17127},
doi = {10.48550/ARXIV.2312.17127},
eprinttype = {arXiv},
eprint = {2312.17127},
timestamp = {Fri, 19 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2312-17127.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isit/HaghifamMRD22,
author = {Mahdi Haghifam and
Shay Moran and
Daniel M. Roy and
Gintare Karolina Dziugaite},
title = {Understanding Generalization via Leave-One-Out Conditional Mutual
Information},
booktitle = {{IEEE} International Symposium on Information Theory, {ISIT} 2022,
Espoo, Finland, June 26 - July 1, 2022},
pages = {2487--2492},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ISIT50566.2022.9834400},
doi = {10.1109/ISIT50566.2022.9834400},
timestamp = {Sat, 17 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/isit/HaghifamMRD22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/BilodeauW022,
author = {Blair L. Bilodeau and
Linbo Wang and
Daniel M. Roy},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {Adaptively Exploiting d-Separators with Causal Bandits},
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/801ec05b0aae9fcd2ef35c168bd538e0-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/BilodeauW022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/JinC0FD22,
author = {Tian Jin and
Michael Carbin and
Daniel M. Roy and
Jonathan Frankle and
Gintare Karolina Dziugaite},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {Pruning's Effect on Generalization Through the Lens of Training and
Regularization},
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/f7ede9414083fceab9e63d9100a80b36-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/JinC0FD22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LiN022,
author = {Mufan (Bill) Li and
Mihai Nica and
Daniel M. Roy},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {The Neural Covariance {SDE:} Shaped Infinite Depth-and-Width Networks
at Initialization},
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/45fc4a0da7e7f6fbabaabe2d20a441d1-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/LiN022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-05100,
author = {Blair L. Bilodeau and
Linbo Wang and
Daniel M. Roy},
title = {Adaptively Exploiting d-Separators with Causal Bandits},
journal = {CoRR},
volume = {abs/2202.05100},
year = {2022},
url = {https://arxiv.org/abs/2202.05100},
eprinttype = {arXiv},
eprint = {2202.05100},
timestamp = {Tue, 08 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2202-05100.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-02768,
author = {Mufan (Bill) Li and
Mihai Nica and
Daniel M. Roy},
title = {The Neural Covariance {SDE:} Shaped Infinite Depth-and-Width Networks
at Initialization},
journal = {CoRR},
volume = {abs/2206.02768},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.02768},
doi = {10.48550/ARXIV.2206.02768},
eprinttype = {arXiv},
eprint = {2206.02768},
timestamp = {Sun, 03 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-02768.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-14800,
author = {Mahdi Haghifam and
Shay Moran and
Daniel M. Roy and
Gintare Karolina Dziugaite},
title = {Understanding Generalization via Leave-One-Out Conditional Mutual
Information},
journal = {CoRR},
volume = {abs/2206.14800},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.14800},
doi = {10.48550/ARXIV.2206.14800},
eprinttype = {arXiv},
eprint = {2206.14800},
timestamp = {Mon, 04 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-14800.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2207-12395,
author = {Jeffrey Negrea and
Jun Yang and
Haoyue Feng and
Daniel M. Roy and
Jonathan H. Huggins},
title = {Statistical Inference with Stochastic Gradient Algorithms},
journal = {CoRR},
volume = {abs/2207.12395},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2207.12395},
doi = {10.48550/ARXIV.2207.12395},
eprinttype = {arXiv},
eprint = {2207.12395},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2207-12395.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-13738,
author = {Tian Jin and
Michael Carbin and
Daniel M. Roy and
Jonathan Frankle and
Gintare Karolina Dziugaite},
title = {Pruning's Effect on Generalization Through the Lens of Training and
Regularization},
journal = {CoRR},
volume = {abs/2210.13738},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.13738},
doi = {10.48550/ARXIV.2210.13738},
eprinttype = {arXiv},
eprint = {2210.13738},
timestamp = {Fri, 28 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-13738.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2212-13556,
author = {Mahdi Haghifam and
Borja Rodr{\'{\i}}guez G{\'{a}}lvez and
Ragnar Thobaben and
Mikael Skoglund and
Daniel M. Roy and
Gintare Karolina Dziugaite},
title = {Limitations of Information-Theoretic Generalization Bounds for Gradient
Descent Methods in Stochastic Convex Optimization},
journal = {CoRR},
volume = {abs/2212.13556},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2212.13556},
doi = {10.48550/ARXIV.2212.13556},
eprinttype = {arXiv},
eprint = {2212.13556},
timestamp = {Thu, 05 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2212-13556.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/Ramezani-Kebrya21,
author = {Ali Ramezani{-}Kebrya and
Fartash Faghri and
Ilya Markov and
Vitalii Aksenov and
Dan Alistarh and
Daniel M. Roy},
title = {{NUQSGD:} Provably Communication-efficient Data-parallel {SGD} via
Nonuniform Quantization},
journal = {J. Mach. Learn. Res.},
volume = {22},
pages = {114:1--114:43},
year = {2021},
url = {http://jmlr.org/papers/v22/20-255.html},
timestamp = {Mon, 31 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jmlr/Ramezani-Kebrya21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/DziugaiteHGA021,
author = {Gintare Karolina Dziugaite and
Kyle Hsu and
Waseem Gharbieh and
Gabriel Arpino and
Daniel M. Roy},
editor = {Arindam Banerjee and
Kenji Fukumizu},
title = {On the role of data in PAC-Bayes},
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 = {604--612},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v130/karolina-dziugaite21a.html},
timestamp = {Fri, 05 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/DziugaiteHGA021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/FrankleD0C21,
author = {Jonathan Frankle and
Gintare Karolina Dziugaite and
Daniel M. Roy and
Michael Carbin},
title = {Pruning Neural Networks at Initialization: Why Are We Missing the
Mark?},
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=Ig-VyQc-MLK},
timestamp = {Fri, 05 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/FrankleD0C21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LiNR21,
author = {Mufan (Bill) Li and
Mihai Nica and
Daniel M. Roy},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {The future is log-Gaussian: ResNets and their infinite-depth-and-width
limit at initialization},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {7852--7864},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/412758d043dd247bddea07c7ec558c31-Abstract.html},
timestamp = {Sun, 03 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/LiNR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/NegreaBCOR21,
author = {Jeffrey Negrea and
Blair L. Bilodeau and
Nicol{\`{o}} Campolongo and
Francesco Orabona and
Daniel M. Roy},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Minimax Optimal Quantile and Semi-Adversarial Regret via Root-Logarithmic
Regularizers},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {26237--26249},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/dcd2f3f312b6705fb06f4f9f1b55b55c-Abstract.html},
timestamp = {Sat, 04 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/NegreaBCOR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/HaghifamDMR21,
author = {Mahdi Haghifam and
Gintare Karolina Dziugaite and
Shay Moran and
Daniel M. Roy},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Towards a Unified Information-Theoretic Framework for Generalization},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {26370--26381},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/ddbc86dc4b2fbfd8a62e12096227e068-Abstract.html},
timestamp = {Sat, 04 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/HaghifamDMR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-04013,
author = {Mufan (Bill) Li and
Mihai Nica and
Daniel M. Roy},
title = {The Future is Log-Gaussian: ResNets and Their Infinite-Depth-and-Width
Limit at Initialization},
journal = {CoRR},
volume = {abs/2106.04013},
year = {2021},
url = {https://arxiv.org/abs/2106.04013},
eprinttype = {arXiv},
eprint = {2106.04013},
timestamp = {Sun, 03 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-04013.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-14804,
author = {Jeffrey Negrea and
Blair L. Bilodeau and
Nicol{\`{o}} Campolongo and
Francesco Orabona and
Daniel M. Roy},
title = {Minimax Optimal Quantile and Semi-Adversarial Regret via Root-Logarithmic
Regularizers},
journal = {CoRR},
volume = {abs/2110.14804},
year = {2021},
url = {https://arxiv.org/abs/2110.14804},
eprinttype = {arXiv},
eprint = {2110.14804},
timestamp = {Tue, 08 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-14804.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2111-05275,
author = {Mahdi Haghifam and
Gintare Karolina Dziugaite and
Shay Moran and
Daniel M. Roy},
title = {Towards a Unified Information-Theoretic Framework for Generalization},
journal = {CoRR},
volume = {abs/2111.05275},
year = {2021},
url = {https://arxiv.org/abs/2111.05275},
eprinttype = {arXiv},
eprint = {2111.05275},
timestamp = {Wed, 10 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2111-05275.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BilodeauF020,
author = {Blair L. Bilodeau and
Dylan J. Foster and
Daniel M. Roy},
title = {Tight Bounds on Minimax Regret under Logarithmic Loss via Self-Concordance},
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 = {919--929},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/bilodeau20a.html},
timestamp = {Tue, 08 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/BilodeauF020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/FrankleD0C20,
author = {Jonathan Frankle and
Gintare Karolina Dziugaite and
Daniel M. Roy and
Michael Carbin},
title = {Linear Mode Connectivity and the Lottery Ticket Hypothesis},
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 = {3259--3269},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/frankle20a.html},
timestamp = {Wed, 10 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/FrankleD0C20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/NegreaD020,
author = {Jeffrey Negrea and
Gintare Karolina Dziugaite and
Daniel M. Roy},
title = {In Defense of Uniform Convergence: Generalization via Derandomization
with an Application to Interpolating Predictors},
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 = {7263--7272},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/negrea20a.html},
timestamp = {Fri, 05 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/NegreaD020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/DziugaiteDNRCWM20,
author = {Gintare Karolina Dziugaite and
Alexandre Drouin and
Brady Neal and
Nitarshan Rajkumar and
Ethan Caballero and
Linbo Wang and
Ioannis Mitliagkas and
Daniel M. Roy},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {In search of robust measures of generalization},
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/86d7c8a08b4aaa1bc7c599473f5dddda-Abstract.html},
timestamp = {Tue, 19 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/DziugaiteDNRCWM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/FaghriTMA0R20,
author = {Fartash Faghri and
Iman Tabrizian and
Ilia Markov and
Dan Alistarh and
Daniel M. Roy and
Ali Ramezani{-}Kebrya},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {Adaptive Gradient Quantization for Data-Parallel {SGD}},
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/20b5e1cf8694af7a3c1ba4a87f073021-Abstract.html},
timestamp = {Tue, 19 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/FaghriTMA0R20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/FortDPK0G20,
author = {Stanislav Fort and
Gintare Karolina Dziugaite and
Mansheej Paul and
Sepideh Kharaghani and
Daniel M. Roy and
Surya Ganguli},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {Deep learning versus kernel learning: an empirical study of loss landscape
geometry and the time evolution of the Neural Tangent Kernel},
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/405075699f065e43581f27d67bb68478-Abstract.html},
timestamp = {Tue, 19 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/FortDPK0G20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/HaghifamNK0D20,
author = {Mahdi Haghifam and
Jeffrey Negrea and
Ashish Khisti and
Daniel M. Roy and
Gintare Karolina Dziugaite},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {Sharpened Generalization Bounds based on Conditional Mutual Information
and an Application to Noisy, Iterative Algorithms},
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/712a3c9878efeae8ff06d57432016ceb-Abstract.html},
timestamp = {Tue, 19 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/HaghifamNK0D20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/JiangNSAKSL0DGG20,
author = {Yiding Jiang and
Parth Natekar and
Manik Sharma and
Sumukh K. Aithal and
Dhruva Kashyap and
Natarajan Subramanyam and
Carlos Lassance and
Daniel M. Roy and
Gintare Karolina Dziugaite and
Suriya Gunasekar and
Isabelle Guyon and
Pierre Foret and
Scott Yak and
Hossein Mobahi and
Behnam Neyshabur and
Samy Bengio},
editor = {Hugo Jair Escalante and
Katja Hofmann},
title = {Methods and Analysis of The First Competition in Predicting Generalization
of Deep Learning},
booktitle = {NeurIPS 2020 Competition and Demonstration Track, 6-12 December 2020,
Virtual Event / Vancouver, BC, Canada},
series = {Proceedings of Machine Learning Research},
volume = {133},
pages = {170--190},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v133/jiang21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/JiangNSAKSL0DGG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2004-12983,
author = {Mahdi Haghifam and
Jeffrey Negrea and
Ashish Khisti and
Daniel M. Roy and
Gintare Karolina Dziugaite},
title = {Sharpened Generalization Bounds based on Conditional Mutual Information
and an Application to Noisy, Iterative Algorithms},
journal = {CoRR},
volume = {abs/2004.12983},
year = {2020},
url = {https://arxiv.org/abs/2004.12983},
eprinttype = {arXiv},
eprint = {2004.12983},
timestamp = {Wed, 29 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2004-12983.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-10929,
author = {Gintare Karolina Dziugaite and
Kyle Hsu and
Waseem Gharbieh and
Daniel M. Roy},
title = {On the role of data in PAC-Bayes bounds},
journal = {CoRR},
volume = {abs/2006.10929},
year = {2020},
url = {https://arxiv.org/abs/2006.10929},
eprinttype = {arXiv},
eprint = {2006.10929},
timestamp = {Tue, 23 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-10929.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-01160,
author = {Blair L. Bilodeau and
Dylan J. Foster and
Daniel M. Roy},
title = {Improved Bounds on Minimax Regret under Logarithmic Loss via Self-Concordance},
journal = {CoRR},
volume = {abs/2007.01160},
year = {2020},
url = {https://arxiv.org/abs/2007.01160},
eprinttype = {arXiv},
eprint = {2007.01160},
timestamp = {Tue, 08 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2007-01160.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-06552,
author = {Blair L. Bilodeau and
Jeffrey Negrea and
Daniel M. Roy},
title = {Relaxing the {I.I.D.} Assumption: Adaptive Minimax Optimal Sequential
Prediction with Expert Advice},
journal = {CoRR},
volume = {abs/2007.06552},
year = {2020},
url = {https://arxiv.org/abs/2007.06552},
eprinttype = {arXiv},
eprint = {2007.06552},
timestamp = {Tue, 08 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2007-06552.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2009-08576,
author = {Jonathan Frankle and
Gintare Karolina Dziugaite and
Daniel M. Roy and
Michael Carbin},
title = {Pruning Neural Networks at Initialization: Why are We Missing the
Mark?},
journal = {CoRR},
volume = {abs/2009.08576},
year = {2020},
url = {https://arxiv.org/abs/2009.08576},
eprinttype = {arXiv},
eprint = {2009.08576},
timestamp = {Wed, 23 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2009-08576.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-11924,
author = {Gintare Karolina Dziugaite and
Alexandre Drouin and
Brady Neal and
Nitarshan Rajkumar and
Ethan Caballero and
Linbo Wang and
Ioannis Mitliagkas and
Daniel M. Roy},
title = {In Search of Robust Measures of Generalization},
journal = {CoRR},
volume = {abs/2010.11924},
year = {2020},
url = {https://arxiv.org/abs/2010.11924},
eprinttype = {arXiv},
eprint = {2010.11924},
timestamp = {Tue, 27 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-11924.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-12460,
author = {Fartash Faghri and
Iman Tabrizian and
Ilia Markov and
Dan Alistarh and
Daniel M. Roy and
Ali Ramezani{-}Kebrya},
title = {Adaptive Gradient Quantization for Data-Parallel {SGD}},
journal = {CoRR},
volume = {abs/2010.12460},
year = {2020},
url = {https://arxiv.org/abs/2010.12460},
eprinttype = {arXiv},
eprint = {2010.12460},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-12460.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-13764,
author = {Gintare Karolina Dziugaite and
Shai Ben{-}David and
Daniel M. Roy},
title = {Enforcing Interpretability and its Statistical Impacts: Trade-offs
between Accuracy and Interpretability},
journal = {CoRR},
volume = {abs/2010.13764},
year = {2020},
url = {https://arxiv.org/abs/2010.13764},
eprinttype = {arXiv},
eprint = {2010.13764},
timestamp = {Mon, 02 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-13764.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-15110,
author = {Stanislav Fort and
Gintare Karolina Dziugaite and
Mansheej Paul and
Sepideh Kharaghani and
Daniel M. Roy and
Surya Ganguli},
title = {Deep learning versus kernel learning: an empirical study of loss landscape
geometry and the time evolution of the Neural Tangent Kernel},
journal = {CoRR},
volume = {abs/2010.15110},
year = {2020},
url = {https://arxiv.org/abs/2010.15110},
eprinttype = {arXiv},
eprint = {2010.15110},
timestamp = {Tue, 03 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-15110.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-02970,
author = {Mahdi Haghifam and
Gintare Karolina Dziugaite and
Shay Moran and
Daniel M. Roy},
title = {On the Information Complexity of Proper Learners for {VC} Classes
in the Realizable Case},
journal = {CoRR},
volume = {abs/2011.02970},
year = {2020},
url = {https://arxiv.org/abs/2011.02970},
eprinttype = {arXiv},
eprint = {2011.02970},
timestamp = {Mon, 09 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2011-02970.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-07976,
author = {Yiding Jiang and
Pierre Foret and
Scott Yak and
Daniel M. Roy and
Hossein Mobahi and
Gintare Karolina Dziugaite and
Samy Bengio and
Suriya Gunasekar and
Isabelle Guyon and
Behnam Neyshabur},
title = {NeurIPS 2020 Competition: Predicting Generalization in Deep Learning},
journal = {CoRR},
volume = {abs/2012.07976},
year = {2020},
url = {https://arxiv.org/abs/2012.07976},
eprinttype = {arXiv},
eprint = {2012.07976},
timestamp = {Sat, 02 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2012-07976.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jacm/AckermanFR19,
author = {Nathanael L. Ackerman and
Cameron E. Freer and
Daniel M. Roy},
title = {On the Computability of Conditional Probability},
journal = {J. {ACM}},
volume = {66},
number = {3},
pages = {23:1--23:40},
year = {2019},
url = {https://doi.org/10.1145/3321699},
doi = {10.1145/3321699},
timestamp = {Wed, 26 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jacm/AckermanFR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/lics/AckermanAF0R19,
author = {Nathanael L. Ackerman and
Jeremy Avigad and
Cameron E. Freer and
Daniel M. Roy and
Jason M. Rute},
title = {Algorithmic barriers to representing conditional independence},
booktitle = {34th Annual {ACM/IEEE} Symposium on Logic in Computer Science, {LICS}
2019, Vancouver, BC, Canada, June 24-27, 2019},
pages = {1--13},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/LICS.2019.8785762},
doi = {10.1109/LICS.2019.8785762},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/lics/AckermanAF0R19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/YangS019,
author = {Jun Yang and
Shengyang Sun and
Daniel M. Roy},
editor = {Hanna M. Wallach and
Hugo Larochelle and
Alina Beygelzimer and
Florence d'Alch{\'{e}}{-}Buc and
Emily B. Fox and
Roman Garnett},
title = {Fast-rate PAC-Bayes Generalization Bounds via Shifted Rademacher Processes},
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 = {10802--10812},
year = {2019},
url = {https://proceedings.neurips.cc/paper/2019/hash/9715d04413f296eaf3c30c47cec3daa6-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/YangS019.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/NegreaHDK019,
author = {Jeffrey Negrea and
Mahdi Haghifam and
Gintare Karolina Dziugaite and
Ashish Khisti and
Daniel M. Roy},
editor = {Hanna M. Wallach and
Hugo Larochelle and
Alina Beygelzimer and
Florence d'Alch{\'{e}}{-}Buc and
Emily B. Fox and
Roman Garnett},
title = {Information-Theoretic Generalization Bounds for {SGLD} via Data-Dependent
Estimates},
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 = {11013--11023},
year = {2019},
url = {https://proceedings.neurips.cc/paper/2019/hash/05ae14d7ae387b93370d142d82220f1b-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/NegreaHDK019.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1903-01611,
author = {Jonathan Frankle and
Gintare Karolina Dziugaite and
Daniel M. Roy and
Michael Carbin},
title = {The Lottery Ticket Hypothesis at Scale},
journal = {CoRR},
volume = {abs/1903.01611},
year = {2019},
url = {http://arxiv.org/abs/1903.01611},
eprinttype = {arXiv},
eprint = {1903.01611},
timestamp = {Sat, 30 Mar 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1903-01611.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1908-06077,
author = {Ali Ramezani{-}Kebrya and
Fartash Faghri and
Daniel M. Roy},
title = {{NUQSGD:} Improved Communication Efficiency for Data-parallel {SGD}
via Nonuniform Quantization},
journal = {CoRR},
volume = {abs/1908.06077},
year = {2019},
url = {http://arxiv.org/abs/1908.06077},
eprinttype = {arXiv},
eprint = {1908.06077},
timestamp = {Sat, 23 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1908-06077.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1908-07585,
author = {Jun Yang and
Shengyang Sun and
Daniel M. Roy},
title = {Fast-rate PAC-Bayes Generalization Bounds via Shifted Rademacher Processes},
journal = {CoRR},
volume = {abs/1908.07585},
year = {2019},
url = {http://arxiv.org/abs/1908.07585},
eprinttype = {arXiv},
eprint = {1908.07585},
timestamp = {Thu, 29 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1908-07585.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1911-02151,
author = {Jeffrey Negrea and
Mahdi Haghifam and
Gintare Karolina Dziugaite and
Ashish Khisti and
Daniel M. Roy},
title = {Information-Theoretic Generalization Bounds for {SGLD} via Data-Dependent
Estimates},
journal = {CoRR},
volume = {abs/1911.02151},
year = {2019},
url = {http://arxiv.org/abs/1911.02151},
eprinttype = {arXiv},
eprint = {1911.02151},
timestamp = {Mon, 11 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1911-02151.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1912-04265,
author = {Jeffrey Negrea and
Gintare Karolina Dziugaite and
Daniel M. Roy},
title = {In Defense of Uniform Convergence: Generalization via derandomization
with an application to interpolating predictors},
journal = {CoRR},
volume = {abs/1912.04265},
year = {2019},
url = {http://arxiv.org/abs/1912.04265},
eprinttype = {arXiv},
eprint = {1912.04265},
timestamp = {Thu, 02 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1912-04265.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1912-05671,
author = {Jonathan Frankle and
Gintare Karolina Dziugaite and
Daniel M. Roy and
Michael Carbin},
title = {Linear Mode Connectivity and the Lottery Ticket Hypothesis},
journal = {CoRR},
volume = {abs/1912.05671},
year = {2019},
url = {http://arxiv.org/abs/1912.05671},
eprinttype = {arXiv},
eprint = {1912.05671},
timestamp = {Thu, 02 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1912-05671.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1912-06791,
author = {Ekansh Sharma and
Daniel M. Roy},
title = {Approximations in Probabilistic Programs},
journal = {CoRR},
volume = {abs/1912.06791},
year = {2019},
url = {http://arxiv.org/abs/1912.06791},
eprinttype = {arXiv},
eprint = {1912.06791},
timestamp = {Tue, 07 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1912-06791.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icalp/StatonSYAF018,
author = {Sam Staton and
Dario Stein and
Hongseok Yang and
Nathanael L. Ackerman and
Cameron E. Freer and
Daniel M. Roy},
editor = {Ioannis Chatzigiannakis and
Christos Kaklamanis and
D{\'{a}}niel Marx and
Donald Sannella},
title = {The Beta-Bernoulli process and algebraic effects},
booktitle = {45th International Colloquium on Automata, Languages, and Programming,
{ICALP} 2018, July 9-13, 2018, Prague, Czech Republic},
series = {LIPIcs},
volume = {107},
pages = {141:1--141:15},
publisher = {Schloss Dagstuhl - Leibniz-Zentrum f{\"{u}}r Informatik},
year = {2018},
url = {https://doi.org/10.4230/LIPIcs.ICALP.2018.141},
doi = {10.4230/LIPICS.ICALP.2018.141},
timestamp = {Tue, 11 Feb 2020 15:52:14 +0100},
biburl = {https://dblp.org/rec/conf/icalp/StatonSYAF018.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Dziugaite018,
author = {Gintare Karolina Dziugaite and
Daniel M. Roy},
editor = {Jennifer G. Dy and
Andreas Krause},
title = {Entropy-SGD optimizes the prior of a PAC-Bayes bound: Generalization
properties of Entropy-SGD and data-dependent priors},
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 = {1376--1385},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v80/dziugaite18a.html},
timestamp = {Wed, 03 Apr 2019 18:17:30 +0200},
biburl = {https://dblp.org/rec/conf/icml/Dziugaite018.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/Dziugaite018,
author = {Gintare Karolina Dziugaite and
Daniel M. Roy},
editor = {Samy Bengio and
Hanna M. Wallach and
Hugo Larochelle and
Kristen Grauman and
Nicol{\`{o}} Cesa{-}Bianchi and
Roman Garnett},
title = {Data-dependent PAC-Bayes priors via differential privacy},
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 = {8440--8450},
year = {2018},
url = {https://proceedings.neurips.cc/paper/2018/hash/9a0ee0a9e7a42d2d69b8f86b3a0756b1-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/Dziugaite018.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1801-10387,
author = {Nathanael L. Ackerman and
Jeremy Avigad and
Cameron E. Freer and
Daniel M. Roy and
Jason M. Rute},
title = {On the computability of graphons},
journal = {CoRR},
volume = {abs/1801.10387},
year = {2018},
url = {http://arxiv.org/abs/1801.10387},
eprinttype = {arXiv},
eprint = {1801.10387},
timestamp = {Tue, 04 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1801-10387.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1802-09583,
author = {Gintare Karolina Dziugaite and
Daniel M. Roy},
title = {Data-dependent PAC-Bayes priors via differential privacy},
journal = {CoRR},
volume = {abs/1802.09583},
year = {2018},
url = {http://arxiv.org/abs/1802.09583},
eprinttype = {arXiv},
eprint = {1802.09583},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1802-09583.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1802-09598,
author = {Sam Staton and
Dario Stein and
Hongseok Yang and
Nathanael L. Ackerman and
Cameron E. Freer and
Daniel M. Roy},
title = {The Beta-Bernoulli process and algebraic effects},
journal = {CoRR},
volume = {abs/1802.09598},
year = {2018},
url = {http://arxiv.org/abs/1802.09598},
eprinttype = {arXiv},
eprint = {1802.09598},
timestamp = {Tue, 04 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1802-09598.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mscs/AckermanFR17,
author = {Nathanael L. Ackerman and
Cameron E. Freer and
Daniel M. Roy},
title = {On computability and disintegration},
journal = {Math. Struct. Comput. Sci.},
volume = {27},
number = {8},
pages = {1287--1314},
year = {2017},
url = {https://doi.org/10.1017/S0960129516000098},
doi = {10.1017/S0960129516000098},
timestamp = {Wed, 01 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mscs/AckermanFR17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/DziugaiteR17,
author = {Gintare Karolina Dziugaite and
Daniel M. Roy},
editor = {Gal Elidan and
Kristian Kersting and
Alexander Ihler},
title = {Computing Nonvacuous Generalization Bounds for Deep (Stochastic) Neural
Networks with Many More Parameters than Training Data},
booktitle = {Proceedings of the Thirty-Third Conference on Uncertainty in Artificial
Intelligence, {UAI} 2017, Sydney, Australia, August 11-15, 2017},
publisher = {{AUAI} Press},
year = {2017},
url = {http://auai.org/uai2017/proceedings/papers/173.pdf},
timestamp = {Mon, 05 Dec 2022 15:54:38 +0100},
biburl = {https://dblp.org/rec/conf/uai/DziugaiteR17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/DziugaiteR17,
author = {Gintare Karolina Dziugaite and
Daniel M. Roy},
title = {Computing Nonvacuous Generalization Bounds for Deep (Stochastic) Neural
Networks with Many More Parameters than Training Data},
journal = {CoRR},
volume = {abs/1703.11008},
year = {2017},
url = {https://arxiv.org/abs/1703.11008},
eprinttype = {arXiv},
eprint = {1703.11008},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/DziugaiteR17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1712-09376,
author = {Gintare Karolina Dziugaite and
Daniel M. Roy},
title = {Entropy-SGD optimizes the prior of a PAC-Bayes bound: Data-dependent
PAC-Bayes priors via differential privacy},
journal = {CoRR},
volume = {abs/1712.09376},
year = {2017},
url = {http://arxiv.org/abs/1712.09376},
eprinttype = {arXiv},
eprint = {1712.09376},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1712-09376.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/Lakshminarayanan16,
author = {Balaji Lakshminarayanan and
Daniel M. Roy and
Yee Whye Teh},
editor = {Arthur Gretton and
Christian C. Robert},
title = {Mondrian Forests for Large-Scale Regression when Uncertainty Matters},
booktitle = {Proceedings of the 19th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2016, Cadiz, Spain, May 9-11, 2016},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {51},
pages = {1478--1487},
publisher = {JMLR.org},
year = {2016},
url = {http://proceedings.mlr.press/v51/lakshminarayanan16.html},
timestamp = {Wed, 29 May 2019 08:41:44 +0200},
biburl = {https://dblp.org/rec/conf/aistats/Lakshminarayanan16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/GrosseAR16,
author = {Roger B. Grosse and
Siddharth Ancha and
Daniel M. Roy},
editor = {Daniel D. Lee and
Masashi Sugiyama and
Ulrike von Luxburg and
Isabelle Guyon and
Roman Garnett},
title = {Measuring the reliability of {MCMC} inference with bidirectional Monte
Carlo},
booktitle = {Advances in Neural Information Processing Systems 29: Annual Conference
on Neural Information Processing Systems 2016, December 5-10, 2016,
Barcelona, Spain},
pages = {2451--2459},
year = {2016},
url = {https://proceedings.neurips.cc/paper/2016/hash/0e9fa1f3e9e66792401a6972d477dcc3-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/GrosseAR16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/BalogLGRT16,
author = {Matej Balog and
Balaji Lakshminarayanan and
Zoubin Ghahramani and
Daniel M. Roy and
Yee Whye Teh},
editor = {Alexander Ihler and
Dominik Janzing},
title = {The Mondrian Kernel},
booktitle = {Proceedings of the Thirty-Second Conference on Uncertainty in Artificial
Intelligence, {UAI} 2016, June 25-29, 2016, New York City, NY, {USA}},
publisher = {{AUAI} Press},
year = {2016},
url = {http://auai.org/uai2016/proceedings/papers/236.pdf},
timestamp = {Mon, 05 Dec 2022 15:54:38 +0100},
biburl = {https://dblp.org/rec/conf/uai/BalogLGRT16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/GrosseAR16,
author = {Roger B. Grosse and
Siddharth Ancha and
Daniel M. Roy},
title = {Measuring the reliability of {MCMC} inference with bidirectional Monte
Carlo},
journal = {CoRR},
volume = {abs/1606.02275},
year = {2016},
url = {http://arxiv.org/abs/1606.02275},
eprinttype = {arXiv},
eprint = {1606.02275},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/GrosseAR16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/DziugaiteGR16,
author = {Gintare Karolina Dziugaite and
Zoubin Ghahramani and
Daniel M. Roy},
title = {A study of the effect of {JPG} compression on adversarial images},
journal = {CoRR},
volume = {abs/1608.00853},
year = {2016},
url = {http://arxiv.org/abs/1608.00853},
eprinttype = {arXiv},
eprint = {1608.00853},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/DziugaiteGR16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/VeitchR16,
author = {Victor Veitch and
Daniel M. Roy},
title = {Sampling and Estimation for (Sparse) Exchangeable Graphs},
journal = {CoRR},
volume = {abs/1611.00843},
year = {2016},
url = {http://arxiv.org/abs/1611.00843},
eprinttype = {arXiv},
eprint = {1611.00843},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/VeitchR16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/OrbanzR15,
author = {Peter Orbanz and
Daniel M. Roy},
title = {Bayesian Models of Graphs, Arrays and Other Exchangeable Random Structures},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {37},
number = {2},
pages = {437--461},
year = {2015},
url = {https://doi.org/10.1109/TPAMI.2014.2334607},
doi = {10.1109/TPAMI.2014.2334607},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pami/OrbanzR15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/Lakshminarayanan15,
author = {Balaji Lakshminarayanan and
Daniel M. Roy and
Yee Whye Teh},
editor = {Guy Lebanon and
S. V. N. Vishwanathan},
title = {Particle Gibbs for Bayesian Additive Regression Trees},
booktitle = {Proceedings of the Eighteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2015, San Diego, California,
USA, May 9-12, 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {38},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v38/lakshminarayanan15.html},
timestamp = {Wed, 29 May 2019 08:41:44 +0200},
biburl = {https://dblp.org/rec/conf/aistats/Lakshminarayanan15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/DziugaiteRG15,
author = {Gintare Karolina Dziugaite and
Daniel M. Roy and
Zoubin Ghahramani},
editor = {Marina Meila and
Tom Heskes},
title = {Training generative neural networks via Maximum Mean Discrepancy optimization},
booktitle = {Proceedings of the Thirty-First Conference on Uncertainty in Artificial
Intelligence, {UAI} 2015, July 12-16, 2015, Amsterdam, The Netherlands},
pages = {258--267},
publisher = {{AUAI} Press},
year = {2015},
url = {http://auai.org/uai2015/proceedings/papers/230.pdf},
timestamp = {Thu, 12 Mar 2020 11:31:09 +0100},
biburl = {https://dblp.org/rec/conf/uai/DziugaiteRG15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/Lakshminarayanan15,
author = {Balaji Lakshminarayanan and
Daniel M. Roy and
Yee Whye Teh},
title = {Particle Gibbs for Bayesian Additive Regression Trees},
journal = {CoRR},
volume = {abs/1502.04622},
year = {2015},
url = {http://arxiv.org/abs/1502.04622},
eprinttype = {arXiv},
eprint = {1502.04622},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/Lakshminarayanan15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/DziugaiteRG15,
author = {Gintare Karolina Dziugaite and
Daniel M. Roy and
Zoubin Ghahramani},
title = {Training generative neural networks via Maximum Mean Discrepancy optimization},
journal = {CoRR},
volume = {abs/1505.03906},
year = {2015},
url = {http://arxiv.org/abs/1505.03906},
eprinttype = {arXiv},
eprint = {1505.03906},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/DziugaiteRG15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/Lakshminarayanan15b,
author = {Balaji Lakshminarayanan and
Daniel M. Roy and
Yee Whye Teh},
title = {Mondrian Forests for Large-Scale Regression when Uncertainty Matters},
journal = {CoRR},
volume = {abs/1506.03805},
year = {2015},
url = {http://arxiv.org/abs/1506.03805},
eprinttype = {arXiv},
eprint = {1506.03805},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/Lakshminarayanan15b.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/AckermanFR15,
author = {Nathanael L. Ackerman and
Cameron E. Freer and
Daniel M. Roy},
title = {On computability and disintegration},
journal = {CoRR},
volume = {abs/1509.02992},
year = {2015},
url = {http://arxiv.org/abs/1509.02992},
eprinttype = {arXiv},
eprint = {1509.02992},
timestamp = {Tue, 04 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/AckermanFR15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/DziugaiteR15,
author = {Gintare Karolina Dziugaite and
Daniel M. Roy},
title = {Neural Network Matrix Factorization},
journal = {CoRR},
volume = {abs/1511.06443},
year = {2015},
url = {http://arxiv.org/abs/1511.06443},
eprinttype = {arXiv},
eprint = {1511.06443},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/DziugaiteR15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/VeitchR15,
author = {Victor Veitch and
Daniel M. Roy},
title = {The Class of Random Graphs Arising from Exchangeable Random Measures},
journal = {CoRR},
volume = {abs/1512.03099},
year = {2015},
url = {http://arxiv.org/abs/1512.03099},
eprinttype = {arXiv},
eprint = {1512.03099},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/VeitchR15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LakshminarayananRT14,
author = {Balaji Lakshminarayanan and
Daniel M. Roy and
Yee Whye Teh},
editor = {Zoubin Ghahramani and
Max Welling and
Corinna Cortes and
Neil D. Lawrence and
Kilian Q. Weinberger},
title = {Mondrian Forests: Efficient Online Random Forests},
booktitle = {Advances in Neural Information Processing Systems 27: Annual Conference
on Neural Information Processing Systems 2014, December 8-13 2014,
Montreal, Quebec, Canada},
pages = {3140--3148},
year = {2014},
url = {https://proceedings.neurips.cc/paper/2014/hash/d1dc3a8270a6f9394f88847d7f0050cf-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/LakshminarayananRT14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/cu/p/FreerRT14,
author = {Cameron E. Freer and
Daniel M. Roy and
Joshua B. Tenenbaum},
editor = {Rod Downey},
title = {Towards common-sense reasoning via conditional simulation: legacies
of Turing in Artificial Intelligence},
booktitle = {Turing's Legacy: Developments from Turing's Ideas in Logic},
series = {Lecture Notes in Logic},
volume = {42},
pages = {195--252},
publisher = {Cambridge University Press},
year = {2014},
url = {https://doi.org/10.1017/CBO9781107338579.007},
doi = {10.1017/CBO9781107338579.007},
timestamp = {Mon, 18 Dec 2017 00:00:00 +0100},
biburl = {https://dblp.org/rec/books/cu/p/FreerRT14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/LakshminarayananRT14,
author = {Balaji Lakshminarayanan and
Daniel M. Roy and
Yee Whye Teh},
title = {Mondrian Forests: Efficient Online Random Forests},
journal = {CoRR},
volume = {abs/1406.2673},
year = {2014},
url = {http://arxiv.org/abs/1406.2673},
eprinttype = {arXiv},
eprint = {1406.2673},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/LakshminarayananRT14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LakshminarayananRT13,
author = {Balaji Lakshminarayanan and
Daniel M. Roy and
Yee Whye Teh},
title = {Top-down particle filtering for Bayesian decision trees},
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 = {280--288},
publisher = {JMLR.org},
year = {2013},
url = {http://proceedings.mlr.press/v28/lakshminarayanan13.html},
timestamp = {Wed, 29 May 2019 08:41:45 +0200},
biburl = {https://dblp.org/rec/conf/icml/LakshminarayananRT13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1303-0561,
author = {Balaji Lakshminarayanan and
Daniel M. Roy and
Yee Whye Teh},
title = {Top-down particle filtering for Bayesian decision trees},
journal = {CoRR},
volume = {abs/1303.0561},
year = {2013},
url = {http://arxiv.org/abs/1303.0561},
eprinttype = {arXiv},
eprint = {1303.0561},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1303-0561.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/apal/FreerR12,
author = {Cameron E. Freer and
Daniel M. Roy},
title = {Computable de Finetti measures},
journal = {Ann. Pure Appl. Log.},
volume = {163},
number = {5},
pages = {530--546},
year = {2012},
url = {https://doi.org/10.1016/j.apal.2011.06.011},
doi = {10.1016/J.APAL.2011.06.011},
timestamp = {Fri, 21 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/apal/FreerR12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LloydOGR12,
author = {James Robert Lloyd and
Peter Orbanz and
Zoubin Ghahramani and
Daniel M. Roy},
editor = {Peter L. Bartlett and
Fernando C. N. Pereira and
Christopher J. C. Burges and
L{\'{e}}on Bottou and
Kilian Q. Weinberger},
title = {Random function priors for exchangeable arrays with applications to
graphs and relational data},
booktitle = {Advances in Neural Information Processing Systems 25: 26th Annual
Conference on Neural Information Processing Systems 2012. Proceedings
of a meeting held December 3-6, 2012, Lake Tahoe, Nevada, United States},
pages = {1007--1015},
year = {2012},
url = {https://proceedings.neurips.cc/paper/2012/hash/df6c9756b2334cc5008c115486124bfe-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/LloydOGR12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1205-2604,
author = {David Wingate and
Noah D. Goodman and
Daniel M. Roy and
Joshua B. Tenenbaum},
title = {The Infinite Latent Events Model},
journal = {CoRR},
volume = {abs/1205.2604},
year = {2012},
url = {http://arxiv.org/abs/1205.2604},
eprinttype = {arXiv},
eprint = {1205.2604},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1205-2604.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1206-3255,
author = {Noah D. Goodman and
Vikash Mansinghka and
Daniel M. Roy and
Kallista A. Bonawitz and
Joshua B. Tenenbaum},
title = {Church: a language for generative models},
journal = {CoRR},
volume = {abs/1206.3255},
year = {2012},
url = {http://arxiv.org/abs/1206.3255},
eprinttype = {arXiv},
eprint = {1206.3255},
timestamp = {Wed, 20 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1206-3255.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1212-4799,
author = {Cameron E. Freer and
Daniel M. Roy and
Joshua B. Tenenbaum},
title = {Towards common-sense reasoning via conditional simulation: legacies
of Turing in Artificial Intelligence},
journal = {CoRR},
volume = {abs/1212.4799},
year = {2012},
url = {http://arxiv.org/abs/1212.4799},
eprinttype = {arXiv},
eprint = {1212.4799},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1212-4799.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/ndltd/Roy11,
author = {Daniel M. Roy},
title = {Computability, inference and modeling in probabilistic programming},
school = {Massachusetts Institute of Technology, Cambridge, MA, {USA}},
year = {2011},
url = {https://hdl.handle.net/1721.1/66463},
timestamp = {Wed, 04 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/phd/ndltd/Roy11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/WingateGRKT11,
author = {David Wingate and
Noah D. Goodman and
Daniel M. Roy and
Leslie Pack Kaelbling and
Joshua B. Tenenbaum},
editor = {Toby Walsh},
title = {Bayesian Policy Search with Policy Priors},
booktitle = {{IJCAI} 2011, Proceedings of the 22nd International Joint Conference
on Artificial Intelligence, Barcelona, Catalonia, Spain, July 16-22,
2011},
pages = {1565--1570},
publisher = {{IJCAI/AAAI}},
year = {2011},
url = {https://doi.org/10.5591/978-1-57735-516-8/IJCAI11-263},
doi = {10.5591/978-1-57735-516-8/IJCAI11-263},
timestamp = {Tue, 20 Aug 2019 16:16:04 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/WingateGRKT11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/lics/AckermanFR11,
author = {Nathanael L. Ackerman and
Cameron E. Freer and
Daniel M. Roy},
title = {Noncomputable Conditional Distributions},
booktitle = {Proceedings of the 26th Annual {IEEE} Symposium on Logic in Computer
Science, {LICS} 2011, June 21-24, 2011, Toronto, Ontario, Canada},
pages = {107--116},
publisher = {{IEEE} Computer Society},
year = {2011},
url = {https://doi.org/10.1109/LICS.2011.49},
doi = {10.1109/LICS.2011.49},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/lics/AckermanFR11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/SontagR11,
author = {David A. Sontag and
Daniel M. Roy},
editor = {John Shawe{-}Taylor and
Richard S. Zemel and
Peter L. Bartlett and
Fernando C. N. Pereira and
Kilian Q. Weinberger},
title = {Complexity of Inference in Latent Dirichlet Allocation},
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 = {1008--1016},
year = {2011},
url = {https://proceedings.neurips.cc/paper/2011/hash/3871bd64012152bfb53fdf04b401193f-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/SontagR11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sas/MisailovicRR11,
author = {Sasa Misailovic and
Daniel M. Roy and
Martin C. Rinard},
editor = {Eran Yahav},
title = {Probabilistically Accurate Program Transformations},
booktitle = {Static Analysis - 18th International Symposium, {SAS} 2011, Venice,
Italy, September 14-16, 2011. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {6887},
pages = {316--333},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-23702-7\_24},
doi = {10.1007/978-3-642-23702-7\_24},
timestamp = {Tue, 14 May 2019 10:00:52 +0200},
biburl = {https://dblp.org/rec/conf/sas/MisailovicRR11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/FreerR10,
author = {Cameron E. Freer and
Daniel M. Roy},
editor = {Yee Whye Teh and
D. Mike Titterington},
title = {Posterior distributions are computable from predictive distributions},
booktitle = {Proceedings of the Thirteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2010, Chia Laguna Resort, Sardinia,
Italy, May 13-15, 2010},
series = {{JMLR} Proceedings},
volume = {9},
pages = {233--240},
publisher = {JMLR.org},
year = {2010},
url = {http://proceedings.mlr.press/v9/freer10a.html},
timestamp = {Wed, 29 May 2019 08:41:44 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/FreerR10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/AckermanFR10,
author = {Nathanael L. Ackerman and
Cameron E. Freer and
Daniel M. Roy},
title = {On the computability of conditional probability},
journal = {CoRR},
volume = {abs/1005.3014},
year = {2010},
url = {http://arxiv.org/abs/1005.3014},
eprinttype = {arXiv},
eprint = {1005.3014},
timestamp = {Tue, 04 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/AckermanFR10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cie/FreerR09,
author = {Cameron E. Freer and
Daniel M. Roy},
editor = {Klaus Ambos{-}Spies and
Benedikt L{\"{o}}we and
Wolfgang Merkle},
title = {Computable Exchangeable Sequences Have Computable de Finetti Measures},
booktitle = {Mathematical Theory and Computational Practice, 5th Conference on
Computability in Europe, CiE 2009, Heidelberg, Germany, July 19-24,
2009. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5635},
pages = {218--231},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-03073-4\_23},
doi = {10.1007/978-3-642-03073-4\_23},
timestamp = {Sun, 02 Jun 2019 21:17:54 +0200},
biburl = {https://dblp.org/rec/conf/cie/FreerR09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/WingateGRT09,
author = {David Wingate and
Noah D. Goodman and
Daniel M. Roy and
Joshua B. Tenenbaum},
editor = {Jeff A. Bilmes and
Andrew Y. Ng},
title = {The Infinite Latent Events Model},
booktitle = {{UAI} 2009, Proceedings of the Twenty-Fifth Conference on Uncertainty
in Artificial Intelligence, Montreal, QC, Canada, June 18-21, 2009},
pages = {607--614},
publisher = {{AUAI} Press},
year = {2009},
url = {https://www.auai.org/uai2009/papers/UAI2009\_0127\_04b066efc4364c7f695cd09df25bc8ce.pdf},
timestamp = {Tue, 25 Oct 2022 12:03:45 +0200},
biburl = {https://dblp.org/rec/conf/uai/WingateGRT09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/MansinghkaRJT09,
author = {Vikash Mansinghka and
Daniel M. Roy and
Eric Jonas and
Joshua B. Tenenbaum},
editor = {David A. Van Dyk and
Max Welling},
title = {Exact and Approximate Sampling by Systematic Stochastic Search},
booktitle = {Proceedings of the Twelfth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2009, Clearwater Beach, Florida,
USA, April 16-18, 2009},
series = {{JMLR} Proceedings},
volume = {5},
pages = {400--407},
publisher = {JMLR.org},
year = {2009},
url = {http://proceedings.mlr.press/v5/mansinghka09a.html},
timestamp = {Wed, 20 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/MansinghkaRJT09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-0912-1072,
author = {Cameron E. Freer and
Daniel M. Roy},
title = {Computable de Finetti measures},
journal = {CoRR},
volume = {abs/0912.1072},
year = {2009},
url = {http://arxiv.org/abs/0912.1072},
eprinttype = {arXiv},
eprint = {0912.1072},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-0912-1072.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/RoyT08,
author = {Daniel M. Roy and
Yee Whye Teh},
editor = {Daphne Koller and
Dale Schuurmans and
Yoshua Bengio and
L{\'{e}}on Bottou},
title = {The Mondrian Process},
booktitle = {Advances in Neural Information Processing Systems 21, Proceedings
of the Twenty-Second Annual Conference on Neural Information Processing
Systems, Vancouver, British Columbia, Canada, December 8-11, 2008},
pages = {1377--1384},
publisher = {Curran Associates, Inc.},
year = {2008},
url = {https://proceedings.neurips.cc/paper/2008/hash/fe8c15fed5f808006ce95eddb7366e35-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/RoyT08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/GoodmanMRBT08,
author = {Noah D. Goodman and
Vikash K. Mansinghka and
Daniel M. Roy and
Kallista A. Bonawitz and
Joshua B. Tenenbaum},
editor = {David A. McAllester and
Petri Myllym{\"{a}}ki},
title = {Church: a language for generative models},
booktitle = {{UAI} 2008, Proceedings of the 24th Conference in Uncertainty in Artificial
Intelligence, Helsinki, Finland, July 9-12, 2008},
pages = {220--229},
publisher = {{AUAI} Press},
year = {2008},
url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=1346\&\#38;proceeding\_id=24},
timestamp = {Fri, 09 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/GoodmanMRBT08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/RoyK07,
author = {Daniel M. Roy and
Leslie Pack Kaelbling},
editor = {Manuela M. Veloso},
title = {Efficient Bayesian Task-Level Transfer Learning},
booktitle = {{IJCAI} 2007, Proceedings of the 20th International Joint Conference
on Artificial Intelligence, Hyderabad, India, January 6-12, 2007},
pages = {2599--2604},
year = {2007},
url = {http://ijcai.org/Proceedings/07/Papers/418.pdf},
timestamp = {Tue, 20 Aug 2019 16:17:11 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/RoyK07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/TehDR07,
author = {Yee Whye Teh and
Hal Daum{\'{e}} III and
Daniel M. Roy},
editor = {John C. Platt and
Daphne Koller and
Yoram Singer and
Sam T. Roweis},
title = {Bayesian Agglomerative Clustering with Coalescents},
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 = {1473--1480},
publisher = {Curran Associates, Inc.},
year = {2007},
url = {https://proceedings.neurips.cc/paper/2007/hash/2ca65f58e35d9ad45bf7f3ae5cfd08f1-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/TehDR07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/MansinghkaRRT07,
author = {Vikash K. Mansinghka and
Daniel M. Roy and
Ryan Rifkin and
Joshua B. Tenenbaum},
editor = {Marina Meila and
Xiaotong Shen},
title = {AClass: {A} simple, online, parallelizable algorithm for probabilistic
classification},
booktitle = {Proceedings of the Eleventh International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2007, San Juan, Puerto Rico,
March 21-24, 2007},
series = {{JMLR} Proceedings},
volume = {2},
pages = {315--322},
publisher = {JMLR.org},
year = {2007},
url = {http://proceedings.mlr.press/v2/mansinghka07a.html},
timestamp = {Wed, 29 May 2019 08:41:44 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/MansinghkaRRT07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/RoyKMT06,
author = {Daniel M. Roy and
Charles Kemp and
Vikash Mansinghka and
Joshua B. Tenenbaum},
editor = {Bernhard Sch{\"{o}}lkopf and
John C. Platt and
Thomas Hofmann},
title = {Learning annotated hierarchies from relational data},
booktitle = {Advances in Neural Information Processing Systems 19, Proceedings
of the Twentieth Annual Conference on Neural Information Processing
Systems, Vancouver, British Columbia, Canada, December 4-7, 2006},
pages = {1185--1192},
publisher = {{MIT} Press},
year = {2006},
url = {https://proceedings.neurips.cc/paper/2006/hash/663fd3c5144fd10bd5ca6611a9a5b92d-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/RoyKMT06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acsac/RinardCDRL04,
author = {Martin C. Rinard and
Cristian Cadar and
Daniel Dumitran and
Daniel M. Roy and
Tudor Leu},
title = {A Dynamic Technique for Eliminating Buffer Overflow Vulnerabilities
(and Other Memory Errors)},
booktitle = {20th Annual Computer Security Applications Conference {(ACSAC} 2004),
6-10 December 2004, Tucson, AZ, {USA}},
pages = {82--90},
publisher = {{IEEE} Computer Society},
year = {2004},
url = {https://doi.org/10.1109/CSAC.2004.2},
doi = {10.1109/CSAC.2004.2},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acsac/RinardCDRL04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/osdi/RinardCDRLB04,
author = {Martin C. Rinard and
Cristian Cadar and
Daniel Dumitran and
Daniel M. Roy and
Tudor Leu and
William S. Beebee},
editor = {Eric A. Brewer and
Peter Chen},
title = {Enhancing Server Availability and Security Through Failure-Oblivious
Computing},
booktitle = {6th Symposium on Operating System Design and Implementation {(OSDI}
2004), San Francisco, California, USA, December 6-8, 2004},
pages = {303--316},
publisher = {{USENIX} Association},
year = {2004},
url = {http://www.usenix.org/events/osdi04/tech/rinard.html},
timestamp = {Tue, 02 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/osdi/RinardCDRLB04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wgada/000190,
author = {Daniel M. Roy},
editor = {Daniel M. Roy},
title = {{PIWG} measurement methodology},
booktitle = {Proceedings of the Working Group on Ada Performance Issues 1990, Baltimore,
Maryland, USA, December 3-6, 1990},
pages = {72--90},
publisher = {{ACM}},
year = {1990},
url = {https://doi.org/10.1145/322807.322847},
doi = {10.1145/322807.322847},
timestamp = {Thu, 12 May 2022 16:46:16 +0200},
biburl = {https://dblp.org/rec/conf/wgada/000190.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wgada/ClappM090,
author = {Russell M. Clapp and
Trevor N. Mudge and
Daniel M. Roy},
editor = {Daniel M. Roy},
title = {Recommendations and future trends},
booktitle = {Proceedings of the Working Group on Ada Performance Issues 1990, Baltimore,
Maryland, USA, December 3-6, 1990},
pages = {98--110},
publisher = {{ACM}},
year = {1990},
url = {https://doi.org/10.1145/322807.322849},
doi = {10.1145/322807.322849},
timestamp = {Thu, 12 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/wgada/ClappM090.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wgada/000190a,
author = {Daniel M. Roy},
editor = {Daniel M. Roy},
title = {Results introduction},
booktitle = {Proceedings of the Working Group on Ada Performance Issues 1990, Baltimore,
Maryland, USA, December 3-6, 1990},
pages = {138},
publisher = {{ACM}},
year = {1990},
url = {https://doi.org/10.1145/322807.322854},
doi = {10.1145/322807.322854},
timestamp = {Thu, 12 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/wgada/000190a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wgada/Gaumer090,
author = {Dale J. Gaumer and
Daniel M. Roy},
editor = {Daniel M. Roy},
title = {Reporting test results},
booktitle = {Proceedings of the Working Group on Ada Performance Issues 1990, Baltimore,
Maryland, USA, December 3-6, 1990},
pages = {211--216},
publisher = {{ACM}},
year = {1990},
url = {https://doi.org/10.1145/322807.322858},
doi = {10.1145/322807.322858},
timestamp = {Thu, 12 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/wgada/Gaumer090.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wgada/0001G90,
author = {Daniel M. Roy and
Lakshmi Gupta},
editor = {Daniel M. Roy},
title = {{PIWG} analysis methodology},
booktitle = {Proceedings of the Working Group on Ada Performance Issues 1990, Baltimore,
Maryland, USA, December 3-6, 1990},
pages = {217--229},
publisher = {{ACM}},
year = {1990},
url = {https://doi.org/10.1145/322807.322859},
doi = {10.1145/322807.322859},
timestamp = {Thu, 12 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/wgada/0001G90.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/wgada/1990,
editor = {Daniel M. Roy},
title = {Proceedings of the Working Group on Ada Performance Issues 1990, Baltimore,
Maryland, USA, December 3-6, 1990},
publisher = {{ACM}},
year = {1990},
url = {https://doi.org/10.1145/322807},
doi = {10.1145/322807},
isbn = {978-0-89791-354-6},
timestamp = {Thu, 12 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/wgada/1990.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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