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ORCIDBibTeX records: Jennifer G. Dy
@proceedings{DBLP:conf/aaai/2024,
editor = {Michael J. Wooldridge and
Jennifer G. Dy and
Sriraam Natarajan},
title = {Thirty-Eighth {AAAI} Conference on Artificial Intelligence, {AAAI}
2024, Thirty-Sixth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2024, Fourteenth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2014, February 20-27, 2024, Vancouver,
Canada},
publisher = {{AAAI} Press},
year = {2024},
url = {https://ojs.aaai.org/index.php/AAAI/issue/view/576},
timestamp = {Tue, 26 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aaai/2024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-13196,
author = {Masih Eskandar and
Tooba Imtiaz and
Zifeng Wang and
Jennifer G. Dy},
title = {{ADAPT} to Robustify Prompt Tuning Vision Transformers},
journal = {CoRR},
volume = {abs/2403.13196},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.13196},
doi = {10.48550/ARXIV.2403.13196},
eprinttype = {arXiv},
eprint = {2403.13196},
timestamp = {Mon, 08 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-13196.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kais/GritsenkoSGMDI23,
author = {Andrey Gritsenko and
Kimia Shayestehfard and
Yuan Guo and
Armin Moharrer and
Jennifer G. Dy and
Stratis Ioannidis},
title = {Graph transfer learning},
journal = {Knowl. Inf. Syst.},
volume = {65},
number = {4},
pages = {1627--1656},
year = {2023},
url = {https://doi.org/10.1007/s10115-022-01782-6},
doi = {10.1007/S10115-022-01782-6},
timestamp = {Tue, 28 Mar 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kais/GritsenkoSGMDI23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/LiuCDF23,
author = {Hongfu Liu and
Junxiang Chen and
Jennifer G. Dy and
Yun Fu},
title = {Transforming Complex Problems Into K-Means Solutions},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {45},
number = {7},
pages = {9149--9168},
year = {2023},
url = {https://doi.org/10.1109/TPAMI.2023.3237667},
doi = {10.1109/TPAMI.2023.3237667},
timestamp = {Fri, 01 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pami/LiuCDF23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/0002ZDLSZDPP23,
author = {Zifeng Wang and
Zizhao Zhang and
Jacob Devlin and
Chen{-}Yu Lee and
Guolong Su and
Hao Zhang and
Jennifer G. Dy and
Vincent Perot and
Tomas Pfister},
editor = {Anna Rogers and
Jordan L. Boyd{-}Graber and
Naoaki Okazaki},
title = {QueryForm: {A} Simple Zero-shot Form Entity Query Framework},
booktitle = {Findings of the Association for Computational Linguistics: {ACL} 2023,
Toronto, Canada, July 9-14, 2023},
pages = {4146--4159},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.findings-acl.255},
doi = {10.18653/V1/2023.FINDINGS-ACL.255},
timestamp = {Thu, 10 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/0002ZDLSZDPP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/000200SIWD23,
author = {Zifeng Wang and
Zheng Zhan and
Yifan Gong and
Yucai Shao and
Stratis Ioannidis and
Yanzhi Wang and
Jennifer G. Dy},
editor = {Andreas Krause and
Emma Brunskill and
Kyunghyun Cho and
Barbara Engelhardt and
Sivan Sabato and
Jonathan Scarlett},
title = {DualHSIC: HSIC-Bottleneck and Alignment for Continual Learning},
booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July
2023, Honolulu, Hawaii, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {202},
pages = {36578--36592},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v202/wang23ar.html},
timestamp = {Mon, 28 Aug 2023 17:23:08 +0200},
biburl = {https://dblp.org/rec/conf/icml/000200SIWD23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ToropMHKID23,
author = {Max Torop and
Aria Masoomi and
Davin Hill and
Kivan{\c{c}} K{\"{o}}se and
Stratis Ioannidis and
Jennifer G. Dy},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {SmoothHess: ReLU Network Feature Interactions via Stein's Lemma},
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/9ef5e965720193681fc8d16372ac4717-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/ToropMHKID23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/aistats/2023,
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
publisher = {{PMLR}},
year = {2023},
url = {http://proceedings.mlr.press/v206/},
timestamp = {Fri, 16 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/2023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-00753,
author = {Fady Bishara and
Ayan Paul and
Jennifer G. Dy},
title = {High-precision regressors for particle physics},
journal = {CoRR},
volume = {abs/2302.00753},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.00753},
doi = {10.48550/ARXIV.2302.00753},
eprinttype = {arXiv},
eprint = {2302.00753},
timestamp = {Fri, 10 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-00753.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-02272,
author = {Sandesh Ghimire and
Armand Comas Massague and
Davin Hill and
Aria Masoomi and
Octavia I. Camps and
Jennifer G. Dy},
title = {Divide and Compose with Score Based Generative Models},
journal = {CoRR},
volume = {abs/2302.02272},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.02272},
doi = {10.48550/ARXIV.2302.02272},
eprinttype = {arXiv},
eprint = {2302.02272},
timestamp = {Fri, 10 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-02272.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-04411,
author = {Sandesh Ghimire and
Jinyang Liu and
Armand Comas Massague and
Davin Hill and
Aria Masoomi and
Octavia I. Camps and
Jennifer G. Dy},
title = {Geometry of Score Based Generative Models},
journal = {CoRR},
volume = {abs/2302.04411},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.04411},
doi = {10.48550/ARXIV.2302.04411},
eprinttype = {arXiv},
eprint = {2302.04411},
timestamp = {Mon, 13 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-04411.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2304-07670,
author = {Aria Masoomi and
Davin Hill and
Zhonghui Xu and
Craig P. Hersh and
Edwin K. Silverman and
Peter J. Castaldi and
Stratis Ioannidis and
Jennifer G. Dy},
title = {Explanations of Black-Box Models based on Directional Feature Interactions},
journal = {CoRR},
volume = {abs/2304.07670},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2304.07670},
doi = {10.48550/ARXIV.2304.07670},
eprinttype = {arXiv},
eprint = {2304.07670},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2304-07670.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-00380,
author = {Zifeng Wang and
Zheng Zhan and
Yifan Gong and
Yucai Shao and
Stratis Ioannidis and
Yanzhi Wang and
Jennifer G. Dy},
title = {DualHSIC: HSIC-Bottleneck and Alignment for Continual Learning},
journal = {CoRR},
volume = {abs/2305.00380},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.00380},
doi = {10.48550/ARXIV.2305.00380},
eprinttype = {arXiv},
eprint = {2305.00380},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-00380.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-10350,
author = {Batool Salehi and
Utku Demir and
Debashri Roy and
Suyash Pradhan and
Jennifer G. Dy and
Stratis Ioannidis and
Kaushik R. Chowdhury},
title = {Multiverse at the Edge: Interacting Real World and Digital Twins for
Wireless Beamforming},
journal = {CoRR},
volume = {abs/2305.10350},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.10350},
doi = {10.48550/ARXIV.2305.10350},
eprinttype = {arXiv},
eprint = {2305.10350},
timestamp = {Wed, 24 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-10350.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-00858,
author = {Max Torop and
Aria Masoomi and
Davin Hill and
Kivan{\c{c}} K{\"{o}}se and
Stratis Ioannidis and
Jennifer G. Dy},
title = {SmoothHess: ReLU Network Feature Interactions via Stein's Lemma},
journal = {CoRR},
volume = {abs/2311.00858},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.00858},
doi = {10.48550/ARXIV.2311.00858},
eprinttype = {arXiv},
eprint = {2311.00858},
timestamp = {Tue, 07 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-00858.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ni/KhanWSDOMHS22,
author = {Zulqarnain Khan and
Yiyu Wang and
Eli Sennesh and
Jennifer G. Dy and
Sarah Ostadabbas and
Jan{-}Willem van de Meent and
J. Benjamin Hutchinson and
Ajay B. Satpute},
title = {A Computational Neural Model for Mapping Degenerate Neural Architectures},
journal = {Neuroinformatics},
volume = {20},
number = {4},
pages = {965--979},
year = {2022},
url = {https://doi.org/10.1007/s12021-022-09580-9},
doi = {10.1007/S12021-022-09580-9},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ni/KhanWSDOMHS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nn/ZhaoWMD22,
author = {Tingting Zhao and
Zifeng Wang and
Aria Masoomi and
Jennifer G. Dy},
title = {Deep Bayesian Unsupervised Lifelong Learning},
journal = {Neural Networks},
volume = {149},
pages = {95--106},
year = {2022},
url = {https://doi.org/10.1016/j.neunet.2022.02.001},
doi = {10.1016/J.NEUNET.2022.02.001},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nn/ZhaoWMD22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/KadiogluTDEI22,
author = {Berkan Kadioglu and
Peng Tian and
Jennifer G. Dy and
Deniz Erdogmus and
Stratis Ioannidis},
title = {Sample complexity of rank regression using pairwise comparisons},
journal = {Pattern Recognit.},
volume = {130},
pages = {108688},
year = {2022},
url = {https://doi.org/10.1016/j.patcog.2022.108688},
doi = {10.1016/J.PATCOG.2022.108688},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pr/KadiogluTDEI22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/YildizDEOCCI22,
author = {Ilkay Yildiz and
Jennifer G. Dy and
Deniz Erdogmus and
Susan Ostmo and
J. Peter Campbell and
Michael F. Chiang and
Stratis Ioannidis},
title = {Spectral Ranking Regression},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {16},
number = {6},
pages = {120:1--120:38},
year = {2022},
url = {https://doi.org/10.1145/3530693},
doi = {10.1145/3530693},
timestamp = {Mon, 05 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkdd/YildizDEOCCI22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmc/JianGZSSWDCWI22,
author = {Tong Jian and
Yifan Gong and
Zheng Zhan and
Runbin Shi and
Nasim Soltani and
Zifeng Wang and
Jennifer G. Dy and
Kaushik R. Chowdhury and
Yanzhi Wang and
Stratis Ioannidis},
title = {Radio Frequency Fingerprinting on the Edge},
journal = {{IEEE} Trans. Mob. Comput.},
volume = {21},
number = {11},
pages = {4078--4093},
year = {2022},
url = {https://doi.org/10.1109/TMC.2021.3064466},
doi = {10.1109/TMC.2021.3064466},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmc/JianGZSSWDCWI22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tvt/SalehiMR0JDIC22,
author = {Batool Salehi and
Guillem Reus Muns and
Debashri Roy and
Zifeng Wang and
Tong Jian and
Jennifer G. Dy and
Stratis Ioannidis and
Kaushik R. Chowdhury},
title = {Deep Learning on Multimodal Sensor Data at the Wireless Edge for Vehicular
Network},
journal = {{IEEE} Trans. Veh. Technol.},
volume = {71},
number = {7},
pages = {7639--7655},
year = {2022},
url = {https://doi.org/10.1109/TVT.2022.3170733},
doi = {10.1109/TVT.2022.3170733},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tvt/SalehiMR0JDIC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/WuMGD22,
author = {Chieh Tzu Wu and
Aria Masoomi and
Arthur Gretton and
Jennifer G. Dy},
editor = {Gustau Camps{-}Valls and
Francisco J. R. Ruiz and
Isabel Valera},
title = {Deep Layer-wise Networks Have Closed-Form Weights},
booktitle = {International Conference on Artificial Intelligence and Statistics,
{AISTATS} 2022, 28-30 March 2022, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {151},
pages = {188--225},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v151/tzu-wu22a.html},
timestamp = {Sat, 30 Sep 2023 09:34:08 +0200},
biburl = {https://dblp.org/rec/conf/aistats/WuMGD22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/0002ZL0SRSPDP22,
author = {Zifeng Wang and
Zizhao Zhang and
Chen{-}Yu Lee and
Han Zhang and
Ruoxi Sun and
Xiaoqi Ren and
Guolong Su and
Vincent Perot and
Jennifer G. Dy and
Tomas Pfister},
title = {Learning to Prompt for Continual Learning},
booktitle = {{IEEE/CVF} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2022, New Orleans, LA, USA, June 18-24, 2022},
pages = {139--149},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/CVPR52688.2022.00024},
doi = {10.1109/CVPR52688.2022.00024},
timestamp = {Tue, 26 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/0002ZL0SRSPDP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eccv/0002ZESZLRSPDP22,
author = {Zifeng Wang and
Zizhao Zhang and
Sayna Ebrahimi and
Ruoxi Sun and
Han Zhang and
Chen{-}Yu Lee and
Xiaoqi Ren and
Guolong Su and
Vincent Perot and
Jennifer G. Dy and
Tomas Pfister},
editor = {Shai Avidan and
Gabriel J. Brostow and
Moustapha Ciss{\'{e}} and
Giovanni Maria Farinella and
Tal Hassner},
title = {DualPrompt: Complementary Prompting for Rehearsal-Free Continual Learning},
booktitle = {Computer Vision - {ECCV} 2022 - 17th European Conference, Tel Aviv,
Israel, October 23-27, 2022, Proceedings, Part {XXVI}},
series = {Lecture Notes in Computer Science},
volume = {13686},
pages = {631--648},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-19809-0\_36},
doi = {10.1007/978-3-031-19809-0\_36},
timestamp = {Tue, 26 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/eccv/0002ZESZLRSPDP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/Jian0WDI22,
author = {Tong Jian and
Zifeng Wang and
Yanzhi Wang and
Jennifer G. Dy and
Stratis Ioannidis},
editor = {Xingquan Zhu and
Sanjay Ranka and
My T. Thai and
Takashi Washio and
Xindong Wu},
title = {Pruning Adversarially Robust Neural Networks without Adversarial Examples},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2022, Orlando,
FL, USA, November 28 - Dec. 1, 2022},
pages = {993--998},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDM54844.2022.00120},
doi = {10.1109/ICDM54844.2022.00120},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/Jian0WDI22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/MasoomiHXHSCID22,
author = {Aria Masoomi and
Davin Hill and
Zhonghui Xu and
Craig P. Hersh and
Edwin K. Silverman and
Peter J. Castaldi and
Stratis Ioannidis and
Jennifer G. Dy},
title = {Explanations of Black-Box Models based on Directional Feature Interactions},
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=45Mr7LeKR9},
timestamp = {Sat, 20 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/MasoomiHXHSCID22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/000200YNJRIWD22,
author = {Zifeng Wang and
Zheng Zhan and
Yifan Gong and
Geng Yuan and
Wei Niu and
Tong Jian and
Bin Ren and
Stratis Ioannidis and
Yanzhi Wang and
Jennifer G. Dy},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {SparCL: Sparse Continual Learning on the Edge},
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/80133d0f6eccaace15508f91e3c5a93c-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/000200YNJRIWD22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2201-02596,
author = {Yumin Liu and
Kate Duffy and
Jennifer G. Dy and
Auroop R. Ganguly},
title = {Explainable deep learning for insights in El Nino and river flows},
journal = {CoRR},
volume = {abs/2201.02596},
year = {2022},
url = {https://arxiv.org/abs/2201.02596},
eprinttype = {arXiv},
eprint = {2201.02596},
timestamp = {Mon, 10 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2201-02596.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2201-04712,
author = {Batool Salehi and
Guillem Reus Muns and
Debashri Roy and
Zifeng Wang and
Tong Jian and
Jennifer G. Dy and
Stratis Ioannidis and
Kaushik R. Chowdhury},
title = {Deep Learning on Multimodal Sensor Data at the Wireless Edge for Vehicular
Network},
journal = {CoRR},
volume = {abs/2201.04712},
year = {2022},
url = {https://arxiv.org/abs/2201.04712},
eprinttype = {arXiv},
eprint = {2201.04712},
timestamp = {Thu, 20 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2201-04712.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2204-04799,
author = {Zifeng Wang and
Zizhao Zhang and
Sayna Ebrahimi and
Ruoxi Sun and
Han Zhang and
Chen{-}Yu Lee and
Xiaoqi Ren and
Guolong Su and
Vincent Perot and
Jennifer G. Dy and
Tomas Pfister},
title = {DualPrompt: Complementary Prompting for Rehearsal-free Continual Learning},
journal = {CoRR},
volume = {abs/2204.04799},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2204.04799},
doi = {10.48550/ARXIV.2204.04799},
eprinttype = {arXiv},
eprint = {2204.04799},
timestamp = {Tue, 26 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2204-04799.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-12481,
author = {Zulqarnain Khan and
Aria Masoomi and
Davin Hill and
Jennifer G. Dy},
title = {Analyzing the Effects of Classifier Lipschitzness on Explainers},
journal = {CoRR},
volume = {abs/2206.12481},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.12481},
doi = {10.48550/ARXIV.2206.12481},
eprinttype = {arXiv},
eprint = {2206.12481},
timestamp = {Mon, 04 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-12481.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2209-09476,
author = {Zifeng Wang and
Zheng Zhan and
Yifan Gong and
Geng Yuan and
Wei Niu and
Tong Jian and
Bin Ren and
Stratis Ioannidis and
Yanzhi Wang and
Jennifer G. Dy},
title = {SparCL: Sparse Continual Learning on the Edge},
journal = {CoRR},
volume = {abs/2209.09476},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2209.09476},
doi = {10.48550/ARXIV.2209.09476},
eprinttype = {arXiv},
eprint = {2209.09476},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2209-09476.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-02419,
author = {Davin Hill and
Aria Masoomi and
Sandesh Ghimire and
Max Torop and
Jennifer G. Dy},
title = {Explanation Uncertainty with Decision Boundary Awareness},
journal = {CoRR},
volume = {abs/2210.02419},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.02419},
doi = {10.48550/ARXIV.2210.02419},
eprinttype = {arXiv},
eprint = {2210.02419},
timestamp = {Fri, 07 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-02419.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-04311,
author = {Tong Jian and
Zifeng Wang and
Yanzhi Wang and
Jennifer G. Dy and
Stratis Ioannidis},
title = {Pruning Adversarially Robust Neural Networks without Adversarial Examples},
journal = {CoRR},
volume = {abs/2210.04311},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.04311},
doi = {10.48550/ARXIV.2210.04311},
eprinttype = {arXiv},
eprint = {2210.04311},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-04311.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-07730,
author = {Zifeng Wang and
Zizhao Zhang and
Jacob Devlin and
Chen{-}Yu Lee and
Guolong Su and
Hao Zhang and
Jennifer G. Dy and
Vincent Perot and
Tomas Pfister},
title = {QueryForm: {A} Simple Zero-shot Form Entity Query Framework},
journal = {CoRR},
volume = {abs/2211.07730},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.07730},
doi = {10.48550/ARXIV.2211.07730},
eprinttype = {arXiv},
eprint = {2211.07730},
timestamp = {Wed, 23 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-07730.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2212-07495,
author = {Tooba Imtiaz and
Morgan Kohler and
Jared Miller and
Zifeng Wang and
Mario Sznaier and
Octavia I. Camps and
Jennifer G. Dy},
title = {{SAIF:} Sparse Adversarial and Interpretable Attack Framework},
journal = {CoRR},
volume = {abs/2212.07495},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2212.07495},
doi = {10.48550/ARXIV.2212.07495},
eprinttype = {arXiv},
eprint = {2212.07495},
timestamp = {Mon, 02 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2212-07495.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mia/KoseBAGLPDBR21,
author = {Kivan{\c{c}} K{\"{o}}se and
Alican Bozkurt and
Christi Alessi{-}Fox and
Melissa Gill and
Caterina Longo and
Giovanni Pellacani and
Jennifer G. Dy and
Dana H. Brooks and
Milind Rajadhyaksha},
title = {Segmentation of cellular patterns in confocal images of melanocytic
lesions in vivo via a multiscale encoder-decoder network (MED-Net)},
journal = {Medical Image Anal.},
volume = {67},
pages = {101841},
year = {2021},
url = {https://doi.org/10.1016/j.media.2020.101841},
doi = {10.1016/J.MEDIA.2020.101841},
timestamp = {Fri, 25 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/mia/KoseBAGLPDBR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ploscb/WangMXBLZBCSHDC21,
author = {Zifeng Wang and
Aria Masoomi and
Zhonghui Xu and
Adel Boueiz and
Sool Lee and
Tingting Zhao and
Russell Bowler and
Michael H. Cho and
Edwin K. Silverman and
Craig P. Hersh and
Jennifer G. Dy and
Peter J. Castaldi},
title = {Improved prediction of smoking status via isoform-aware RNA-seq deep
learning models},
journal = {PLoS Comput. Biol.},
volume = {17},
number = {10},
year = {2021},
url = {https://doi.org/10.1371/journal.pcbi.1009433},
doi = {10.1371/JOURNAL.PCBI.1009433},
timestamp = {Tue, 16 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ploscb/WangMXBLZBCSHDC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tbe/LeeAOVBZDB21,
author = {Sunghoon Ivan Lee and
Catherine P. Adans{-}Dester and
Anne T. O'Brien and
Gloria P. Vergara{-}Diaz and
Randie Black{-}Schaffer and
Ross Zafonte and
Jennifer G. Dy and
Paolo Bonato},
title = {Predicting and Monitoring Upper-Limb Rehabilitation Outcomes Using
Clinical and Wearable Sensor Data in Brain Injury Survivors},
journal = {{IEEE} Trans. Biomed. Eng.},
volume = {68},
number = {6},
pages = {1871--1881},
year = {2021},
url = {https://doi.org/10.1109/TBME.2020.3027853},
doi = {10.1109/TBME.2020.3027853},
timestamp = {Thu, 27 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tbe/LeeAOVBZDB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/YildizDEOCCI21,
author = {Ilkay Yildiz and
Jennifer G. Dy and
Deniz Erdogmus and
Susan Ostmo and
J. Peter Campbell and
Michael F. Chiang and
Stratis Ioannidis},
editor = {Arindam Banerjee and
Kenji Fukumizu},
title = {Deep Spectral Ranking},
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 = {361--369},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v130/yildiz21a.html},
timestamp = {Wed, 14 Apr 2021 16:51:37 +0200},
biburl = {https://dblp.org/rec/conf/aistats/YildizDEOCCI21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/BozkurtETBDM21,
author = {Alican Bozkurt and
Babak Esmaeili and
Jean{-}Baptiste Tristan and
Dana H. Brooks and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
editor = {Arindam Banerjee and
Kenji Fukumizu},
title = {Rate-Regularization and Generalization in Variational Autoencoders},
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 = {3880--3888},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v130/bozkurt21a.html},
timestamp = {Mon, 13 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/BozkurtETBDM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/AriafarMBDS21,
author = {Setareh Ariafar and
Zelda Mariet and
Dana H. Brooks and
Jennifer G. Dy and
Jasper Snoek},
editor = {Arindam Banerjee and
Kenji Fukumizu},
title = {Faster {\&} More Reliable Tuning of Neural Networks: Bayesian
Optimization with Importance Sampling},
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 = {3961--3969},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v130/ariafar21a.html},
timestamp = {Wed, 14 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/AriafarMBDS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/GritsenkoGSMDI21,
author = {Andrey Gritsenko and
Yuan Guo and
Kimia Shayestehfard and
Armin Moharrer and
Jennifer G. Dy and
Stratis Ioannidis},
editor = {James Bailey and
Pauli Miettinen and
Yun Sing Koh and
Dacheng Tao and
Xindong Wu},
title = {Graph Transfer Learning},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2021, Auckland,
New Zealand, December 7-10, 2021},
pages = {141--150},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDM51629.2021.00024},
doi = {10.1109/ICDM51629.2021.00024},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/GritsenkoGSMDI21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isbi/YildizIYTCOKCED21,
author = {Veysi Yildiz and
Stratis Ioannidis and
Ilkay Yildiz and
Peng Tian and
John Peter Campbell and
Susan Ostmo and
Jayashree Kalpathy{-}Cramer and
Michael F. Chiang and
Deniz Erdogmus and
Jennifer G. Dy},
title = {Structural Visual Guidance Attention Networks In Retinopathy Of Prematurity},
booktitle = {18th {IEEE} International Symposium on Biomedical Imaging, {ISBI}
2021, Nice, France, April 13-16, 2021},
pages = {353--357},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ISBI48211.2021.9433881},
doi = {10.1109/ISBI48211.2021.9433881},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/isbi/YildizIYTCOKCED21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/msn/MunsSRJWDIC21,
author = {Guillem Reus Muns and
Batool Salehi and
Debashri Roy and
Tong Jian and
Zifeng Wang and
Jennifer G. Dy and
Stratis Ioannidis and
Kaushik R. Chowdhury},
title = {Deep Learning on Visual and Location Data for {V2I} mmWave Beamforming},
booktitle = {17th International Conference on Mobility, Sensing and Networking,
{MSN} 2021, Exeter, United Kingdom, December 13-15, 2021},
pages = {559--566},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/MSN53354.2021.00087},
doi = {10.1109/MSN53354.2021.00087},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/msn/MunsSRJWDIC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/WangJMID21,
author = {Zifeng Wang and
Tong Jian and
Aria Masoomi and
Stratis Ioannidis and
Jennifer G. Dy},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Revisiting Hilbert-Schmidt Information Bottleneck for Adversarial
Robustness},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {586--597},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/055e31fa43e652cb4ab6c0ee845c8d36-Abstract.html},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/WangJMID21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/GhimireMD21,
author = {Sandesh Ghimire and
Aria Masoomi and
Jennifer G. Dy},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Reliable Estimation of {KL} Divergence using a Discriminator in Reproducing
Kernel Hilbert Space},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {10221--10233},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/54a367d629152b720749e187b3eaa11b-Abstract.html},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/GhimireMD21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/petra/TianDEOCCI21,
author = {Peng Tian and
Jennifer G. Dy and
Deniz Erdogmus and
Susan Ostmo and
J. Peter Campbell and
Michael F. Chiang and
Stratis Ioannidis},
editor = {Fillia Makedon},
title = {Automated {ROP} Diagnostic System based on Comparisons and U-Net Segmentation},
booktitle = {{PETRA} '21: The 14th PErvasive Technologies Related to Assistive
Environments Conference, Virtual Event, Greece, 29 June - 2 July,
2021},
pages = {33--36},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3453892.3454002},
doi = {10.1145/3453892.3454002},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/petra/TianDEOCCI21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/petra/YildizDCOCIE21,
author = {Veysi Yildiz and
Jennifer G. Dy and
J. Peter Campbell and
Susan Ostmo and
Michael F. Chiang and
Stratis Ioannidis and
Deniz Erdogmus},
editor = {Fillia Makedon},
title = {Structurally Guided Channel Attention Networks: SGCA-Net},
booktitle = {{PETRA} '21: The 14th PErvasive Technologies Related to Assistive
Environments Conference, Virtual Event, Greece, 29 June - 2 July,
2021},
pages = {93--96},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3453892.3454006},
doi = {10.1145/3453892.3454006},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/petra/YildizDCOCIE21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-07337,
author = {Batool Salehi and
Mauro Belgiovine and
Sara Garcia Sanchez and
Jennifer G. Dy and
Stratis Ioannidis and
Kaushik R. Chowdhury},
title = {Machine Learning on Camera Images for Fast mmWave Beamforming},
journal = {CoRR},
volume = {abs/2102.07337},
year = {2021},
url = {https://arxiv.org/abs/2102.07337},
eprinttype = {arXiv},
eprint = {2102.07337},
timestamp = {Fri, 19 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2102-07337.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2105-01463,
author = {Berkan Kadioglu and
Peng Tian and
Jennifer G. Dy and
Deniz Erdogmus and
Stratis Ioannidis},
title = {On the Sample Complexity of Rank Regression from Pairwise Comparisons},
journal = {CoRR},
volume = {abs/2105.01463},
year = {2021},
url = {https://arxiv.org/abs/2105.01463},
eprinttype = {arXiv},
eprint = {2105.01463},
timestamp = {Fri, 14 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2105-01463.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-02734,
author = {Zifeng Wang and
Tong Jian and
Aria Masoomi and
Stratis Ioannidis and
Jennifer G. Dy},
title = {Revisiting Hilbert-Schmidt Information Bottleneck for Adversarial
Robustness},
journal = {CoRR},
volume = {abs/2106.02734},
year = {2021},
url = {https://arxiv.org/abs/2106.02734},
eprinttype = {arXiv},
eprint = {2106.02734},
timestamp = {Thu, 10 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-02734.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-07035,
author = {Tingting Zhao and
Zifeng Wang and
Aria Masoomi and
Jennifer G. Dy},
title = {Deep Bayesian Unsupervised Lifelong Learning},
journal = {CoRR},
volume = {abs/2106.07035},
year = {2021},
url = {https://arxiv.org/abs/2106.07035},
eprinttype = {arXiv},
eprint = {2106.07035},
timestamp = {Wed, 16 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-07035.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2109-14688,
author = {Sandesh Ghimire and
Aria Masoomi and
Jennifer G. Dy},
title = {Reliable Estimation of {KL} Divergence using a Discriminator in Reproducing
Kernel Hilbert Space},
journal = {CoRR},
volume = {abs/2109.14688},
year = {2021},
url = {https://arxiv.org/abs/2109.14688},
eprinttype = {arXiv},
eprint = {2109.14688},
timestamp = {Mon, 04 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2109-14688.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2111-04807,
author = {Max Torop and
Sandesh Ghimire and
WenQian Liu and
Dana H. Brooks and
Octavia I. Camps and
Milind Rajadhyaksha and
Jennifer G. Dy and
Kivan{\c{c}} K{\"{o}}se},
title = {Unsupervised Approaches for Out-Of-Distribution Dermoscopic Lesion
Detection},
journal = {CoRR},
volume = {abs/2111.04807},
year = {2021},
url = {https://arxiv.org/abs/2111.04807},
eprinttype = {arXiv},
eprint = {2111.04807},
timestamp = {Wed, 10 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2111-04807.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2112-08654,
author = {Zifeng Wang and
Zizhao Zhang and
Chen{-}Yu Lee and
Han Zhang and
Ruoxi Sun and
Xiaoqi Ren and
Guolong Su and
Vincent Perot and
Jennifer G. Dy and
Tomas Pfister},
title = {Learning to Prompt for Continual Learning},
journal = {CoRR},
volume = {abs/2112.08654},
year = {2021},
url = {https://arxiv.org/abs/2112.08654},
eprinttype = {arXiv},
eprint = {2112.08654},
timestamp = {Tue, 26 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2112-08654.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cm/SoltaniSDIC20,
author = {Nasim Soltani and
Kunal Sankhe and
Jennifer G. Dy and
Stratis Ioannidis and
Kaushik R. Chowdhury},
title = {More Is Better: Data Augmentation for Channel-Resilient {RF} Fingerprinting},
journal = {{IEEE} Commun. Mag.},
volume = {58},
number = {10},
pages = {66--72},
year = {2020},
url = {https://doi.org/10.1109/MCOM.001.2000180},
doi = {10.1109/MCOM.001.2000180},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cm/SoltaniSDIC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/iotm/JianROSWSGDCI20,
author = {Tong Jian and
Bruno Costa Rendon and
Emmanuel Ojuba and
Nasim Soltani and
Zifeng Wang and
Kunal Sankhe and
Andrey Gritsenko and
Jennifer G. Dy and
Kaushik R. Chowdhury and
Stratis Ioannidis},
title = {Deep Learning for {RF} Fingerprinting: {A} Massive Experimental Study},
journal = {{IEEE} Internet Things Mag.},
volume = {3},
number = {1},
pages = {50--57},
year = {2020},
url = {https://doi.org/10.1109/IOTM.0001.1900065},
doi = {10.1109/IOTM.0001.1900065},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/iotm/JianROSWSGDCI20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/npjdm/Adans-DesterHOV20,
author = {Catherine P. Adans{-}Dester and
Nicolas Hankov and
Anne T. O'Brien and
Gloria Vergara{-}Diaz and
Randie Black{-}Schaffer and
Ross Zafonte and
Jennifer G. Dy and
Sunghoon Ivan Lee and
Paolo Bonato},
title = {Enabling precision rehabilitation interventions using wearable sensors
and machine learning to track motor recovery},
journal = {npj Digit. Medicine},
volume = {3},
year = {2020},
url = {https://doi.org/10.1038/s41746-020-00328-w},
doi = {10.1038/S41746-020-00328-W},
timestamp = {Wed, 01 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/npjdm/Adans-DesterHOV20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tvt/SoltaniMSDIC20,
author = {Nasim Soltani and
Guillem Reus Muns and
Batool Salehi and
Jennifer G. Dy and
Stratis Ioannidis and
Kaushik R. Chowdhury},
title = {{RF} Fingerprinting Unmanned Aerial Vehicles With Non-Standard Transmitter
Waveforms},
journal = {{IEEE} Trans. Veh. Technol.},
volume = {69},
number = {12},
pages = {15518--15531},
year = {2020},
url = {https://doi.org/10.1109/TVT.2020.3042128},
doi = {10.1109/TVT.2020.3042128},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tvt/SoltaniMSDIC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/YildizDEKOCCI20,
author = {Ilkay Yildiz and
Jennifer G. Dy and
Deniz Erdogmus and
Jayashree Kalpathy{-}Cramer and
Susan Ostmo and
J. Peter Campbell and
Michael F. Chiang and
Stratis Ioannidis},
editor = {Silvia Chiappa and
Roberto Calandra},
title = {Fast and Accurate Ranking Regression},
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 = {77--88},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v108/yildiz20a.html},
timestamp = {Mon, 29 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/YildizDEKOCCI20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/ZhaoLDB20,
author = {Yijun Zhao and
Bryan Lackaye and
Jennifer G. Dy and
Carla E. Brodley},
editor = {Anna N. Rafferty and
Jacob Whitehill and
Crist{\'{o}}bal Romero and
Violetta Cavalli{-}Sforza},
title = {A Quantitative Machine Learning Approach to Master Students Admission
for Professional Institutions},
booktitle = {Proceedings of the 13th International Conference on Educational Data
Mining, {EDM} 2020, Fully virtual conference, July 10-13, 2020},
publisher = {International Educational Data Mining Society},
year = {2020},
url = {https://educationaldatamining.org/files/conferences/EDM2020/papers/paper\_209.pdf},
timestamp = {Tue, 23 Aug 2022 09:19:48 +0200},
biburl = {https://dblp.org/rec/conf/edm/ZhaoLDB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/0002SGCID20,
author = {Zifeng Wang and
Batool Salehi and
Andrey Gritsenko and
Kaushik R. Chowdhury and
Stratis Ioannidis and
Jennifer G. Dy},
editor = {Claudia Plant and
Haixun Wang and
Alfredo Cuzzocrea and
Carlo Zaniolo and
Xindong Wu},
title = {Open-World Class Discovery with Kernel Networks},
booktitle = {20th {IEEE} International Conference on Data Mining, {ICDM} 2020,
Sorrento, Italy, November 17-20, 2020},
pages = {631--640},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/ICDM50108.2020.00072},
doi = {10.1109/ICDM50108.2020.00072},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/0002SGCID20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/0002JCWDI20,
author = {Zifeng Wang and
Tong Jian and
Kaushik R. Chowdhury and
Yanzhi Wang and
Jennifer G. Dy and
Stratis Ioannidis},
editor = {Claudia Plant and
Haixun Wang and
Alfredo Cuzzocrea and
Carlo Zaniolo and
Xindong Wu},
title = {Learn-Prune-Share for Lifelong Learning},
booktitle = {20th {IEEE} International Conference on Data Mining, {ICDM} 2020,
Sorrento, Italy, November 17-20, 2020},
pages = {641--650},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/ICDM50108.2020.00073},
doi = {10.1109/ICDM50108.2020.00073},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/0002JCWDI20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/DongFLWGDMPCVRA20,
author = {Shi Dong and
Zlatan Feric and
Guangyu Li and
Chieh Wu and
April Z. Gu and
Jennifer G. Dy and
John Meeker and
Ingrid Y. Padilla and
Jos{\'{e}} Cordero and
Carmen Velez Vega and
Zaira Rosario and
Akram Alshawabkeh and
David R. Kaeli},
editor = {M. Arif Wani and
Feng Luo and
Xiaolin Andy Li and
Dejing Dou and
Francesco Bonchi},
title = {Using Undersampling with Ensemble Learning to Identify Factors Contributing
to Preterm Birth},
booktitle = {19th {IEEE} International Conference on Machine Learning and Applications,
{ICMLA} 2020, Miami, FL, USA, December 14-17, 2020},
pages = {759--764},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/ICMLA51294.2020.00124},
doi = {10.1109/ICMLA51294.2020.00124},
timestamp = {Mon, 09 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/DongFLWGDMPCVRA20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/infocom/Al-ShawabkaRDJR20,
author = {Amani Al{-}Shawabka and
Francesco Restuccia and
Salvatore D'Oro and
Tong Jian and
Bruno Costa Rendon and
Nasim Soltani and
Jennifer G. Dy and
Stratis Ioannidis and
Kaushik R. Chowdhury and
Tommaso Melodia},
title = {Exposing the Fingerprint: Dissecting the Impact of the Wireless Channel
on Radio Fingerprinting},
booktitle = {39th {IEEE} Conference on Computer Communications, {INFOCOM} 2020,
Toronto, ON, Canada, July 6-9, 2020},
pages = {646--655},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/INFOCOM41043.2020.9155259},
doi = {10.1109/INFOCOM41043.2020.9155259},
timestamp = {Thu, 22 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/infocom/Al-ShawabkaRDJR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/LiuGD20,
author = {Yumin Liu and
Auroop R. Ganguly and
Jennifer G. Dy},
editor = {Rajesh Gupta and
Yan Liu and
Jiliang Tang and
B. Aditya Prakash},
title = {Climate Downscaling Using YNet: {A} Deep Convolutional Network with
Skip Connections and Fusion},
booktitle = {{KDD} '20: The 26th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, CA, USA, August 23-27, 2020},
pages = {3145--3153},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3394486.3403366},
doi = {10.1145/3394486.3403366},
timestamp = {Tue, 09 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/LiuGD20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mass/SalehiBSDIC20,
author = {Batool Salehi and
Mauro Belgiovine and
Sara Garcia Sanchez and
Jennifer G. Dy and
Stratis Ioannidis and
Kaushik R. Chowdhury},
title = {Machine Learning on Camera Images for Fast mmWave Beamforming},
booktitle = {17th {IEEE} International Conference on Mobile Ad Hoc and Sensor Systems,
{MASS} 2020, Delhi, India, December 10-13, 2020},
pages = {338--346},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/MASS50613.2020.00049},
doi = {10.1109/MASS50613.2020.00049},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mass/SalehiBSDIC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/MasoomiWZWCD20,
author = {Aria Masoomi and
Chieh Wu and
Tingting Zhao and
Zifeng Wang and
Peter J. Castaldi and
Jennifer G. Dy},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {Instance-wise Feature Grouping},
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/9b10a919ddeb07e103dc05ff523afe38-Abstract.html},
timestamp = {Fri, 22 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/MasoomiWZWCD20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/SenneshKWHSDM20,
author = {Eli Sennesh and
Zulqarnain Khan and
Yiyu Wang and
J. Benjamin Hutchinson and
Ajay B. Satpute and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {Neural Topographic Factor Analysis for fMRI Data},
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/8c3c27ac7d298331a1bdfd0a5e8703d3-Abstract.html},
timestamp = {Tue, 19 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/SenneshKWHSDM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/WuKID20,
author = {Chieh Wu and
Zulqarnain Khan and
Stratis Ioannidis and
Jennifer G. Dy},
editor = {Carlotta Demeniconi and
Nitesh V. Chawla},
title = {Deep Kernel Learning for Clustering},
booktitle = {Proceedings of the 2020 {SIAM} International Conference on Data Mining,
{SDM} 2020, Cincinnati, Ohio, USA, May 7-9, 2020},
pages = {640--648},
publisher = {{SIAM}},
year = {2020},
url = {https://doi.org/10.1137/1.9781611976236.72},
doi = {10.1137/1.9781611976236.72},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/WuKID20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2001-01005,
author = {Kivan{\c{c}} K{\"{o}}se and
Alican Bozkurt and
Christi Alessi{-}Fox and
Melissa Gill and
Caterina Longo and
Giovanni Pellacani and
Jennifer G. Dy and
Dana H. Brooks and
Milind Rajadhyaksha},
title = {Segmentation of Cellular Patterns in Confocal Images of Melanocytic
Lesions in vivo via a Multiscale Encoder-Decoder Network (MED-Net)},
journal = {CoRR},
volume = {abs/2001.01005},
year = {2020},
url = {http://arxiv.org/abs/2001.01005},
eprinttype = {arXiv},
eprint = {2001.01005},
timestamp = {Mon, 13 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2001-01005.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-09927,
author = {Setareh Ariafar and
Zelda Mariet and
Ehsan Elhamifar and
Dana H. Brooks and
Jennifer G. Dy and
Jasper Snoek},
title = {Weighting Is Worth the Wait: Bayesian Optimization with Importance
Sampling},
journal = {CoRR},
volume = {abs/2002.09927},
year = {2020},
url = {https://arxiv.org/abs/2002.09927},
eprinttype = {arXiv},
eprint = {2002.09927},
timestamp = {Tue, 03 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-09927.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2003-09779,
author = {Amirreza Farnoosh and
Behnaz Rezaei and
Eli Zachary Sennesh and
Zulqarnain Khan and
Jennifer G. Dy and
Ajay B. Satpute and
J. Benjamin Hutchinson and
Jan{-}Willem van de Meent and
Sarah Ostadabbas},
title = {Deep Markov Spatio-Temporal Factorization},
journal = {CoRR},
volume = {abs/2003.09779},
year = {2020},
url = {https://arxiv.org/abs/2003.09779},
eprinttype = {arXiv},
eprint = {2003.09779},
timestamp = {Tue, 24 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2003-09779.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-08539,
author = {Chieh Wu and
Aria Masoomi and
Arthur Gretton and
Jennifer G. Dy},
title = {Layer-wise Learning of Kernel Dependence Networks},
journal = {CoRR},
volume = {abs/2006.08539},
year = {2020},
url = {https://arxiv.org/abs/2006.08539},
eprinttype = {arXiv},
eprint = {2006.08539},
timestamp = {Wed, 17 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-08539.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-03320,
author = {Chieh Wu and
Aria Masoomi and
Arthur Gretton and
Jennifer G. Dy},
title = {Kernel Dependence Network},
journal = {CoRR},
volume = {abs/2011.03320},
year = {2020},
url = {https://arxiv.org/abs/2011.03320},
eprinttype = {arXiv},
eprint = {2011.03320},
timestamp = {Thu, 12 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2011-03320.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-06956,
author = {Zifeng Wang and
Tong Jian and
Kaushik R. Chowdhury and
Yanzhi Wang and
Jennifer G. Dy and
Stratis Ioannidis},
title = {Learn-Prune-Share for Lifelong Learning},
journal = {CoRR},
volume = {abs/2012.06956},
year = {2020},
url = {https://arxiv.org/abs/2012.06956},
eprinttype = {arXiv},
eprint = {2012.06956},
timestamp = {Fri, 22 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2012-06956.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-06957,
author = {Zifeng Wang and
Batool Salehi and
Andrey Gritsenko and
Kaushik R. Chowdhury and
Stratis Ioannidis and
Jennifer G. Dy},
title = {Open-World Class Discovery with Kernel Networks},
journal = {CoRR},
volume = {abs/2012.06957},
year = {2020},
url = {https://arxiv.org/abs/2012.06957},
eprinttype = {arXiv},
eprint = {2012.06957},
timestamp = {Fri, 22 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2012-06957.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/AriafarCBD19,
author = {Setareh Ariafar and
Jaume Coll{-}Font and
Dana H. Brooks and
Jennifer G. Dy},
title = {{ADMMBO:} Bayesian Optimization with Unknown Constraints using {ADMM}},
journal = {J. Mach. Learn. Res.},
volume = {20},
pages = {123:1--123:26},
year = {2019},
url = {http://jmlr.org/papers/v20/18-227.html},
timestamp = {Thu, 18 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/AriafarCBD19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nn/YildizTDEBKOCCI19,
author = {Ilkay Yildiz and
Peng Tian and
Jennifer G. Dy and
Deniz Erdogmus and
James M. Brown and
Jayashree Kalpathy{-}Cramer and
Susan Ostmo and
J. Peter Campbell and
Michael F. Chiang and
Stratis Ioannidis},
title = {Classification and comparison via neural networks},
journal = {Neural Networks},
volume = {118},
pages = {65--80},
year = {2019},
url = {https://doi.org/10.1016/j.neunet.2019.06.004},
doi = {10.1016/J.NEUNET.2019.06.004},
timestamp = {Tue, 16 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/nn/YildizTDEBKOCCI19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmi/SouratiGDTKW19,
author = {Jamshid Sourati and
Ali Gholipour and
Jennifer G. Dy and
Xavier Tomas{-}Fernandez and
Sila Kurugol and
Simon K. Warfield},
title = {Intelligent Labeling Based on Fisher Information for Medical Image
Segmentation Using Deep Learning},
journal = {{IEEE} Trans. Medical Imaging},
volume = {38},
number = {11},
pages = {2642--2653},
year = {2019},
url = {https://doi.org/10.1109/TMI.2019.2907805},
doi = {10.1109/TMI.2019.2907805},
timestamp = {Thu, 18 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmi/SouratiGDTKW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/GuoDEKOCCI19,
author = {Yuan Guo and
Jennifer G. Dy and
Deniz Erdogmus and
Jayashree Kalpathy{-}Cramer and
Susan Ostmo and
J. Peter Campbell and
Michael F. Chiang and
Stratis Ioannidis},
editor = {Wee Sun Lee and
Taiji Suzuki},
title = {Variational Inference from Ranked Samples with Features},
booktitle = {Proceedings of The 11th Asian Conference on Machine Learning, {ACML}
2019, 17-19 November 2019, Nagoya, Japan},
series = {Proceedings of Machine Learning Research},
volume = {101},
pages = {599--614},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v101/guo19a.html},
timestamp = {Mon, 18 Nov 2019 16:57:55 +0100},
biburl = {https://dblp.org/rec/conf/acml/GuoDEKOCCI19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/Esmaeili0JBSPBD19,
author = {Babak Esmaeili and
Hao Wu and
Sarthak Jain and
Alican Bozkurt and
N. Siddharth and
Brooks Paige and
Dana H. Brooks and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
editor = {Kamalika Chaudhuri and
Masashi Sugiyama},
title = {Structured Disentangled Representations},
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 = {2525--2534},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v89/esmaeili19a.html},
timestamp = {Mon, 13 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/Esmaeili0JBSPBD19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dyspan/GritsenkoWJDCI19,
author = {Andrey Gritsenko and
Zifeng Wang and
Tong Jian and
Jennifer G. Dy and
Kaushik R. Chowdhury and
Stratis Ioannidis},
title = {Finding a 'New' Needle in the Haystack: Unseen Radio Detection in
Large Populations Using Deep Learning},
booktitle = {2019 {IEEE} International Symposium on Dynamic Spectrum Access Networks,
DySPAN 2019, Newark, NJ, USA, November 11-14, 2019},
pages = {1--10},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/DySPAN.2019.8935862},
doi = {10.1109/DYSPAN.2019.8935862},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dyspan/GritsenkoWJDCI19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/globalsip/JianRGDCI19,
author = {Tong Jian and
Bruno Costa Rendon and
Andrey Gritsenko and
Jennifer G. Dy and
Kaushik R. Chowdhury and
Stratis Ioannidis},
title = {{MAC} {ID} Spoofing-Resistant Radio Fingerprinting},
booktitle = {2019 {IEEE} Global Conference on Signal and Information Processing,
GlobalSIP 2019, Ottawa, ON, Canada, November 11-14, 2019},
pages = {1--5},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/GlobalSIP45357.2019.8969163},
doi = {10.1109/GLOBALSIP45357.2019.8969163},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/globalsip/JianRGDCI19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/TianGKOCCDEI19,
author = {Peng Tian and
Yuan Guo and
Jayashree Kalpathy{-}Cramer and
Susan Ostmo and
John Peter Campbell and
Michael F. Chiang and
Jennifer G. Dy and
Deniz Erdogmus and
Stratis Ioannidis},
editor = {Ankur Teredesai and
Vipin Kumar and
Ying Li and
R{\'{o}}mer Rosales and
Evimaria Terzi and
George Karypis},
title = {A Severity Score for Retinopathy of Prematurity},
booktitle = {Proceedings of the 25th {ACM} {SIGKDD} International Conference on
Knowledge Discovery {\&} Data Mining, {KDD} 2019, Anchorage, AK,
USA, August 4-8, 2019},
pages = {1809--1819},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3292500.3330713},
doi = {10.1145/3292500.3330713},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/TianGKOCCDEI19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/LiuCGD19,
author = {Yumin Liu and
Junxiang Chen and
Auroop R. Ganguly and
Jennifer G. Dy},
editor = {Ankur Teredesai and
Vipin Kumar and
Ying Li and
R{\'{o}}mer Rosales and
Evimaria Terzi and
George Karypis},
title = {Nonparametric Mixture of Sparse Regressions on Spatio-Temporal Data
- An Application to Climate Prediction},
booktitle = {Proceedings of the 25th {ACM} {SIGKDD} International Conference on
Knowledge Discovery {\&} Data Mining, {KDD} 2019, Anchorage, AK,
USA, August 4-8, 2019},
pages = {2556--2564},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3292500.3330692},
doi = {10.1145/3292500.3330692},
timestamp = {Mon, 29 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/LiuCGD19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/milcom/SankheCRDJWADMI19,
author = {Kunal Sankhe and
Kaushik R. Chowdhury and
Francesco Restuccia and
Salvatore D'Oro and
Tong Jian and
Zifeng Wang and
Amani Al{-}Shawabka and
Jennifer G. Dy and
Tommaso Melodia and
Stratis Ioannidis},
title = {Impairment Shift Keying: Covert Signaling by Deep Learning of Controlled
Radio Imperfections},
booktitle = {2019 {IEEE} Military Communications Conference, {MILCOM} 2019, Norfolk,
VA, USA, November 12-14, 2019},
pages = {598--603},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/MILCOM47813.2019.9021079},
doi = {10.1109/MILCOM47813.2019.9021079},
timestamp = {Thu, 22 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/milcom/SankheCRDJWADMI19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/WuMCSD19,
author = {Chieh Wu and
Jared Miller and
Yale Chang and
Mario Sznaier and
Jennifer G. Dy},
editor = {Hanna M. Wallach and
Hugo Larochelle and
Alina Beygelzimer and
Florence d'Alch{\'{e}}{-}Buc and
Emily B. Fox and
Roman Garnett},
title = {Solving Interpretable Kernel Dimensionality Reduction},
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 = {7913--7923},
year = {2019},
url = {https://proceedings.neurips.cc/paper/2019/hash/61f3a6dbc9120ea78ef75544826c814e-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/WuMCSD19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/GuoDEKOCCI19,
author = {Yuan Guo and
Jennifer G. Dy and
Deniz Erdogmus and
Jayashree Kalpathy{-}Cramer and
Susan Ostmo and
J. Peter Campbell and
Michael F. Chiang and
Stratis Ioannidis},
editor = {Tanya Y. Berger{-}Wolf and
Nitesh V. Chawla},
title = {Accelerated Experimental Design for Pairwise Comparisons},
booktitle = {Proceedings of the 2019 {SIAM} International Conference on Data Mining,
{SDM} 2019, Calgary, Alberta, Canada, May 2-4, 2019},
pages = {432--440},
publisher = {{SIAM}},
year = {2019},
url = {https://doi.org/10.1137/1.9781611975673.49},
doi = {10.1137/1.9781611975673.49},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/GuoDEKOCCI19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1901-06080,
author = {Yuan Guo and
Jennifer G. Dy and
Deniz Erdogmus and
Jayashree Kalpathy{-}Cramer and
Susan Ostmo and
J. Peter Campbell and
Michael F. Chiang and
Stratis Ioannidis},
title = {Accelerated Experimental Design for Pairwise Comparisons},
journal = {CoRR},
volume = {abs/1901.06080},
year = {2019},
url = {http://arxiv.org/abs/1901.06080},
eprinttype = {arXiv},
eprint = {1901.06080},
timestamp = {Fri, 01 Feb 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1901-06080.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-03288,
author = {Tingting Zhao and
Zifeng Wang and
Aria Masoomi and
Jennifer G. Dy},
title = {Adaptive Nonparametric Variational Autoencoder},
journal = {CoRR},
volume = {abs/1906.03288},
year = {2019},
url = {http://arxiv.org/abs/1906.03288},
eprinttype = {arXiv},
eprint = {1906.03288},
timestamp = {Fri, 22 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1906-03288.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-08901,
author = {Eli Sennesh and
Zulqarnain Khan and
Jennifer G. Dy and
Ajay B. Satpute and
J. Benjamin Hutchinson and
Jan{-}Willem van de Meent},
title = {Neural Topographic Factor Analysis for fMRI Data},
journal = {CoRR},
volume = {abs/1906.08901},
year = {2019},
url = {http://arxiv.org/abs/1906.08901},
eprinttype = {arXiv},
eprint = {1906.08901},
timestamp = {Mon, 24 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1906-08901.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1908-03515,
author = {Chieh Wu and
Zulqarnain Khan and
Yale Chang and
Stratis Ioannidis and
Jennifer G. Dy},
title = {Deep Kernel Learning for Clustering},
journal = {CoRR},
volume = {abs/1908.03515},
year = {2019},
url = {http://arxiv.org/abs/1908.03515},
eprinttype = {arXiv},
eprint = {1908.03515},
timestamp = {Mon, 19 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1908-03515.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1909-03093,
author = {Chieh Wu and
Jared Miller and
Yale Chang and
Mario Sznaier and
Jennifer G. Dy},
title = {Solving Interpretable Kernel Dimension Reduction},
journal = {CoRR},
volume = {abs/1909.03093},
year = {2019},
url = {http://arxiv.org/abs/1909.03093},
eprinttype = {arXiv},
eprint = {1909.03093},
timestamp = {Wed, 18 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1909-03093.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1909-03441,
author = {Chieh Wu and
Stratis Ioannidis and
Mario Sznaier and
Xiangyu Li and
David R. Kaeli and
Jennifer G. Dy},
title = {Iterative Spectral Method for Alternative Clustering},
journal = {CoRR},
volume = {abs/1909.03441},
year = {2019},
url = {http://arxiv.org/abs/1909.03441},
eprinttype = {arXiv},
eprint = {1909.03441},
timestamp = {Wed, 18 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1909-03441.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1909-05097,
author = {Chieh Wu and
Jared Miller and
Yale Chang and
Mario Sznaier and
Jennifer G. Dy},
title = {Spectral Non-Convex Optimization for Dimension Reduction with Hilbert-Schmidt
Independence Criterion},
journal = {CoRR},
volume = {abs/1909.05097},
year = {2019},
url = {http://arxiv.org/abs/1909.05097},
eprinttype = {arXiv},
eprint = {1909.05097},
timestamp = {Wed, 18 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1909-05097.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1911-04594,
author = {Alican Bozkurt and
Babak Esmaeili and
Dana H. Brooks and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Evaluating Combinatorial Generalization in Variational Autoencoders},
journal = {CoRR},
volume = {abs/1911.04594},
year = {2019},
url = {http://arxiv.org/abs/1911.04594},
eprinttype = {arXiv},
eprint = {1911.04594},
timestamp = {Mon, 13 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1911-04594.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/SouratiAELD18,
author = {Jamshid Sourati and
Murat Ak{\c{c}}akaya and
Deniz Erdogmus and
Todd K. Leen and
Jennifer G. Dy},
title = {A Probabilistic Active Learning Algorithm Based on Fisher Information
Ratio},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {40},
number = {8},
pages = {2023--2029},
year = {2018},
url = {https://doi.org/10.1109/TPAMI.2017.2743707},
doi = {10.1109/TPAMI.2017.2743707},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pami/SouratiAELD18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/WuISLKD18,
author = {Chieh Wu and
Stratis Ioannidis and
Mario Sznaier and
Xiangyu Li and
David R. Kaeli and
Jennifer G. Dy},
editor = {Amos J. Storkey and
Fernando P{\'{e}}rez{-}Cruz},
title = {Iterative Spectral Method for Alternative Clustering},
booktitle = {International Conference on Artificial Intelligence and Statistics,
{AISTATS} 2018, 9-11 April 2018, Playa Blanca, Lanzarote, Canary Islands,
Spain},
series = {Proceedings of Machine Learning Research},
volume = {84},
pages = {115--123},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v84/wu18a.html},
timestamp = {Wed, 03 Apr 2019 18:17:22 +0200},
biburl = {https://dblp.org/rec/conf/aistats/WuISLKD18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/ChenCCCHD18,
author = {Junxiang Chen and
Yale Chang and
Peter J. Castaldi and
Michael H. Cho and
Brian Hobbs and
Jennifer G. Dy},
editor = {Amos J. Storkey and
Fernando P{\'{e}}rez{-}Cruz},
title = {Crowdclustering with Partition Labels},
booktitle = {International Conference on Artificial Intelligence and Statistics,
{AISTATS} 2018, 9-11 April 2018, Playa Blanca, Lanzarote, Canary Islands,
Spain},
series = {Proceedings of Machine Learning Research},
volume = {84},
pages = {1127--1136},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v84/chen18c.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/ChenCCCHD18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/asunam/LiWDDK18,
author = {Xiangyu Li and
Chieh Wu and
Shi Dong and
Jennifer G. Dy and
David R. Kaeli},
editor = {Ulrik Brandes and
Chandan Reddy and
Andrea Tagarelli},
title = {Interactive Kernel Dimension Alternative Clustering on GPUs},
booktitle = {{IEEE/ACM} 2018 International Conference on Advances in Social Networks
Analysis and Mining, {ASONAM} 2018, Barcelona, Spain, August 28-31,
2018},
pages = {885--892},
publisher = {{IEEE} Computer Society},
year = {2018},
url = {https://doi.org/10.1109/ASONAM.2018.8508264},
doi = {10.1109/ASONAM.2018.8508264},
timestamp = {Mon, 09 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/asunam/LiWDDK18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/DongFLRLWGDKMPC18,
author = {Shi Dong and
Zlatan Feric and
Xiangyu Li and
Sheikh Mokhlesur Rahman and
Guangyu Li and
Chieh Wu and
April Z. Gu and
Jennifer G. Dy and
David R. Kaeli and
John Meeker and
Ingrid Y. Padilla and
Jos{\'{e}} Cordero and
Carmen Velez Vega and
Zaira Rosario and
Akram Alshawabkeh},
editor = {Naoki Abe and
Huan Liu and
Calton Pu and
Xiaohua Hu and
Nesreen K. Ahmed and
Mu Qiao and
Yang Song and
Donald Kossmann and
Bing Liu and
Kisung Lee and
Jiliang Tang and
Jingrui He and
Jeffrey S. Saltz},
title = {A Hybrid Approach to Identifying Key Factors in Environmental Health
Studies},
booktitle = {{IEEE} International Conference on Big Data {(IEEE} BigData 2018),
Seattle, WA, USA, December 10-13, 2018},
pages = {2855--2862},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/BigData.2018.8622049},
doi = {10.1109/BIGDATA.2018.8622049},
timestamp = {Mon, 09 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bigdataconf/DongFLRLWGDKMPC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/GuoTKOCCEDI18,
author = {Yuan Guo and
Peng Tian and
Jayashree Kalpathy{-}Cramer and
Susan Ostmo and
J. Peter Campbell and
Michael F. Chiang and
Deniz Erdogmus and
Jennifer G. Dy and
Stratis Ioannidis},
editor = {J{\'{e}}r{\^{o}}me Lang},
title = {Experimental Design under the Bradley-Terry Model},
booktitle = {Proceedings of the Twenty-Seventh International Joint Conference on
Artificial Intelligence, {IJCAI} 2018, July 13-19, 2018, Stockholm,
Sweden},
pages = {2198--2204},
publisher = {ijcai.org},
year = {2018},
url = {https://doi.org/10.24963/ijcai.2018/304},
doi = {10.24963/IJCAI.2018/304},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcai/GuoTKOCCEDI18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/VandalKDGNG18,
author = {Thomas Vandal and
Evan Kodra and
Jennifer G. Dy and
Sangram Ganguly and
Ramakrishna R. Nemani and
Auroop R. Ganguly},
editor = {Yike Guo and
Faisal Farooq},
title = {Quantifying Uncertainty in Discrete-Continuous and Skewed Data with
Bayesian Deep Learning},
booktitle = {Proceedings of the 24th {ACM} {SIGKDD} International Conference on
Knowledge Discovery {\&} Data Mining, {KDD} 2018, London, UK,
August 19-23, 2018},
pages = {2377--2386},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3219819.3219996},
doi = {10.1145/3219819.3219996},
timestamp = {Wed, 21 Nov 2018 12:44:27 +0100},
biburl = {https://dblp.org/rec/conf/kdd/VandalKDGNG18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/SouratiGDKW18,
author = {Jamshid Sourati and
Ali Gholipour and
Jennifer G. Dy and
Sila Kurugol and
Simon K. Warfield},
editor = {Danail Stoyanov and
Zeike Taylor and
Gustavo Carneiro and
Tanveer F. Syeda{-}Mahmood and
Anne L. Martel and
Lena Maier{-}Hein and
Jo{\~{a}}o Manuel R. S. Tavares and
Andrew P. Bradley and
Jo{\~{a}}o Paulo Papa and
Vasileios Belagiannis and
Jacinto C. Nascimento and
Zhi Lu and
Sailesh Conjeti and
Mehdi Moradi and
Hayit Greenspan and
Anant Madabhushi},
title = {Active Deep Learning with Fisher Information for Patch-Wise Semantic
Segmentation},
booktitle = {Deep Learning in Medical Image Analysis - and - Multimodal Learning
for Clinical Decision Support - 4th International Workshop, {DLMIA}
2018, and 8th International Workshop, {ML-CDS} 2018, Held in Conjunction
with {MICCAI} 2018, Granada, Spain, September 20, 2018, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11045},
pages = {83--91},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-00889-5\_10},
doi = {10.1007/978-3-030-00889-5\_10},
timestamp = {Tue, 18 Apr 2023 21:52:48 +0200},
biburl = {https://dblp.org/rec/conf/miccai/SouratiGDKW18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/BozkurtKAGDBR18,
author = {Alican Bozkurt and
Kivan{\c{c}} K{\"{o}}se and
Christi Alessi{-}Fox and
Melissa Gill and
Jennifer G. Dy and
Dana H. Brooks and
Milind Rajadhyaksha},
editor = {Alejandro F. Frangi and
Julia A. Schnabel and
Christos Davatzikos and
Carlos Alberola{-}L{\'{o}}pez and
Gabor Fichtinger},
title = {A Multiresolution Convolutional Neural Network with Partial Label
Training for Annotating Reflectance Confocal Microscopy Images of
Skin},
booktitle = {Medical Image Computing and Computer Assisted Intervention - {MICCAI}
2018 - 21st International Conference, Granada, Spain, September 16-20,
2018, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {11071},
pages = {292--299},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-00934-2\_33},
doi = {10.1007/978-3-030-00934-2\_33},
timestamp = {Sat, 09 Apr 2022 12:46:25 +0200},
biburl = {https://dblp.org/rec/conf/miccai/BozkurtKAGDBR18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/icml/2018,
editor = {Jennifer G. Dy and
Andreas Krause},
title = {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},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v80/},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/2018.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1802-02213,
author = {Kivan{\c{c}} K{\"{o}}se and
Alican Bozkurt and
Christi Alessi{-}Fox and
Melissa Gill and
Dana H. Brooks and
Jennifer G. Dy and
Milind Rajadhyaksha},
title = {A Multiresolution Deep Learning Framework for Automated Annotation
of Reflectance Confocal Microscopy Images},
journal = {CoRR},
volume = {abs/1802.02213},
year = {2018},
url = {http://arxiv.org/abs/1802.02213},
eprinttype = {arXiv},
eprint = {1802.02213},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1802-02213.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1802-04742,
author = {Thomas Vandal and
Evan Kodra and
Jennifer G. Dy and
Sangram Ganguly and
Ramakrishna R. Nemani and
Auroop R. Ganguly},
title = {Quantifying Uncertainty in Discrete-Continuous and Skewed Data with
Bayesian Deep Learning},
journal = {CoRR},
volume = {abs/1802.04742},
year = {2018},
url = {http://arxiv.org/abs/1802.04742},
eprinttype = {arXiv},
eprint = {1802.04742},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1802-04742.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1811-02539,
author = {Szu{-}Yeu Hu and
Andrew Beers and
Ken Chang and
Kathi H{\"{o}}bel and
J. Peter Campbell and
Deniz Erdogmus and
Stratis Ioannidis and
Jennifer G. Dy and
Michael F. Chiang and
Jayashree Kalpathy{-}Cramer and
James M. Brown},
title = {Deep feature transfer between localization and segmentation tasks},
journal = {CoRR},
volume = {abs/1811.02539},
year = {2018},
url = {http://arxiv.org/abs/1811.02539},
eprinttype = {arXiv},
eprint = {1811.02539},
timestamp = {Thu, 22 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1811-02539.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1812-09624,
author = {Alican Bozkurt and
Babak Esmaeili and
Dana H. Brooks and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Can VAEs Generate Novel Examples?},
journal = {CoRR},
volume = {abs/1812.09624},
year = {2018},
url = {http://arxiv.org/abs/1812.09624},
eprinttype = {arXiv},
eprint = {1812.09624},
timestamp = {Mon, 13 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1812-09624.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/SouratiALED17,
author = {Jamshid Sourati and
Murat Ak{\c{c}}akaya and
Todd K. Leen and
Deniz Erdogmus and
Jennifer G. Dy},
title = {Asymptotic Analysis of Objectives Based on Fisher Information in Active
Learning},
journal = {J. Mach. Learn. Res.},
volume = {18},
pages = {34:1--34:41},
year = {2017},
url = {http://jmlr.org/papers/v18/15-104.html},
timestamp = {Wed, 10 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/SouratiALED17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/DingDLC17,
author = {A. Adam Ding and
Jennifer G. Dy and
Yi Li and
Yale Chang},
title = {A Robust-Equitable Measure for Feature Ranking and Selection},
journal = {J. Mach. Learn. Res.},
volume = {18},
pages = {71:1--71:46},
year = {2017},
url = {http://jmlr.org/papers/v18/16-079.html},
timestamp = {Wed, 10 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/DingDLC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mia/ShakerEDB17,
author = {Matineh Shaker and
Deniz Erdogmus and
Jennifer G. Dy and
Sylvain Bouix},
title = {Subject-specific abnormal region detection in traumatic brain injury
using sparse model selection on high dimensional diffusion data},
journal = {Medical Image Anal.},
volume = {37},
pages = {56--65},
year = {2017},
url = {https://doi.org/10.1016/j.media.2017.01.005},
doi = {10.1016/J.MEDIA.2017.01.005},
timestamp = {Mon, 24 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/mia/ShakerEDB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tgrs/PeerD17,
author = {Uri Pe'er and
Jennifer G. Dy},
title = {Automated Target Detection for Geophysical Applications},
journal = {{IEEE} Trans. Geosci. Remote. Sens.},
volume = {55},
number = {3},
pages = {1563--1572},
year = {2017},
url = {https://doi.org/10.1109/TGRS.2016.2627245},
doi = {10.1109/TGRS.2016.2627245},
timestamp = {Tue, 12 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tgrs/PeerD17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tip/GhantaJKBRD17,
author = {Sindhu Ghanta and
Michael I. Jordan and
Kivan{\c{c}} K{\"{o}}se and
Dana H. Brooks and
Milind Rajadhyaksha and
Jennifer G. Dy},
title = {A Marked Poisson Process Driven Latent Shape Model for 3D Segmentation
of Reflectance Confocal Microscopy Image Stacks of Human Skin},
journal = {{IEEE} Trans. Image Process.},
volume = {26},
number = {1},
pages = {172--184},
year = {2017},
url = {https://doi.org/10.1109/TIP.2016.2615291},
doi = {10.1109/TIP.2016.2615291},
timestamp = {Mon, 15 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tip/GhantaJKBRD17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmi/RossCCCCDSWE17,
author = {James C. Ross and
Peter J. Castaldi and
Michael H. Cho and
Junxiang Chen and
Yale Chang and
Jennifer G. Dy and
Edwin K. Silverman and
George R. Washko and
Ra{\'{u}}l San Jos{\'{e}} Est{\'{e}}par},
title = {A Bayesian Nonparametric Model for Disease Subtyping: Application
to Emphysema Phenotypes},
journal = {{IEEE} Trans. Medical Imaging},
volume = {36},
number = {1},
pages = {343--354},
year = {2017},
url = {https://doi.org/10.1109/TMI.2016.2608782},
doi = {10.1109/TMI.2016.2608782},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmi/RossCCCCDSWE17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ChangD17,
author = {Yale Chang and
Jennifer G. Dy},
editor = {Satinder Singh and
Shaul Markovitch},
title = {Informative Subspace Learning for Counterfactual Inference},
booktitle = {Proceedings of the Thirty-First {AAAI} Conference on Artificial Intelligence,
February 4-9, 2017, San Francisco, California, {USA}},
pages = {1770--1776},
publisher = {{AAAI} Press},
year = {2017},
url = {https://doi.org/10.1609/aaai.v31i1.10800},
doi = {10.1609/AAAI.V31I1.10800},
timestamp = {Mon, 04 Sep 2023 14:40:32 +0200},
biburl = {https://dblp.org/rec/conf/aaai/ChangD17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/LiDD17,
author = {Yi Li and
Aidong Adam Ding and
Jennifer G. Dy},
editor = {Min{-}Ling Zhang and
Yung{-}Kyun Noh},
title = {Rate Optimal Estimation for High Dimensional Spatial Covariance Matrices},
booktitle = {Proceedings of The 9th Asian Conference on Machine Learning, {ACML}
2017, Seoul, Korea, November 15-17, 2017},
series = {Proceedings of Machine Learning Research},
volume = {77},
pages = {208--223},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v77/li17a.html},
timestamp = {Wed, 03 Apr 2019 18:17:25 +0200},
biburl = {https://dblp.org/rec/conf/acml/LiDD17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/ChangCCCSD17,
author = {Yale Chang and
Junxiang Chen and
Michael H. Cho and
Peter J. Castaldi and
Edwin K. Silverman and
Jennifer G. Dy},
editor = {Aarti Singh and
Xiaojin (Jerry) Zhu},
title = {Clustering from Multiple Uncertain Experts},
booktitle = {Proceedings of the 20th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2017, 20-22 April 2017, Fort Lauderdale,
FL, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {54},
pages = {28--36},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v54/chang17a.html},
timestamp = {Wed, 29 May 2019 08:41:44 +0200},
biburl = {https://dblp.org/rec/conf/aistats/ChangCCCSD17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/BozkurtGKABRD17,
author = {Alican Bozkurt and
Trevor Gale and
Kivan{\c{c}} K{\"{o}}se and
Christi Alessi{-}Fox and
Dana H. Brooks and
Milind Rajadhyaksha and
Jennifer G. Dy},
title = {Delineation of Skin Strata in Reflectance Confocal Microscopy Images
with Recurrent Convolutional Networks},
booktitle = {2017 {IEEE} Conference on Computer Vision and Pattern Recognition
Workshops, {CVPR} Workshops 2017, Honolulu, HI, USA, July 21-26, 2017},
pages = {777--785},
publisher = {{IEEE} Computer Society},
year = {2017},
url = {https://doi.org/10.1109/CVPRW.2017.108},
doi = {10.1109/CVPRW.2017.108},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/BozkurtGKABRD17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ChangCCCSD17,
author = {Yale Chang and
Junxiang Chen and
Michael H. Cho and
Peter J. Castaldi and
Edwin K. Silverman and
Jennifer G. Dy},
editor = {Doina Precup and
Yee Whye Teh},
title = {Multiple Clustering Views from Multiple Uncertain Experts},
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 = {674--683},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/chang17a.html},
timestamp = {Wed, 29 May 2019 08:41:45 +0200},
biburl = {https://dblp.org/rec/conf/icml/ChangCCCSD17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ChangCCCSD17,
author = {Yale Chang and
Junxiang Chen and
Michael H. Cho and
Peter J. Castaldi and
Edwin K. Silverman and
Jennifer G. Dy},
editor = {Nitesh V. Chawla and
Wei Wang},
title = {Clustering with Domain-Specific Usefulness Scores},
booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining,
Houston, Texas, USA, April 27-29, 2017},
pages = {207--215},
publisher = {{SIAM}},
year = {2017},
url = {https://doi.org/10.1137/1.9781611974973.24},
doi = {10.1137/1.9781611974973.24},
timestamp = {Fri, 04 Oct 2019 16:19:51 +0200},
biburl = {https://dblp.org/rec/conf/sdm/ChangCCCSD17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1712-00192,
author = {Alican Bozkurt and
Kivan{\c{c}} K{\"{o}}se and
Jaume Coll{-}Font and
Christi Alessi{-}Fox and
Dana H. Brooks and
Jennifer G. Dy and
Milind Rajadhyaksha},
title = {Delineation of Skin Strata in Reflectance Confocal Microscopy Images
using Recurrent Convolutional Networks with Toeplitz Attention},
journal = {CoRR},
volume = {abs/1712.00192},
year = {2017},
url = {http://arxiv.org/abs/1712.00192},
eprinttype = {arXiv},
eprint = {1712.00192},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1712-00192.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/entropy/SouratiADLE16,
author = {Jamshid Sourati and
Murat Ak{\c{c}}akaya and
Jennifer G. Dy and
Todd K. Leen and
Deniz Erdogmus},
title = {Classification Active Learning Based on Mutual Information},
journal = {Entropy},
volume = {18},
number = {2},
pages = {51},
year = {2016},
url = {https://doi.org/10.3390/e18020051},
doi = {10.3390/E18020051},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/entropy/SouratiADLE16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aipr/McbeeDI16,
author = {Payden Mcbee and
Jennifer G. Dy and
John Irvine},
title = {Exploring image-based indicators of crime and economic well-being
in sub-saharan Africa},
booktitle = {2016 {IEEE} Applied Imagery Pattern Recognition Workshop, {AIPR} 2016,
Washington, DC, USA, October 18-20, 2016},
pages = {1--9},
publisher = {{IEEE} Computer Society},
year = {2016},
url = {https://doi.org/10.1109/AIPR.2016.8010576},
doi = {10.1109/AIPR.2016.8010576},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aipr/McbeeDI16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/ChangLDD16,
author = {Yale Chang and
Yi Li and
A. Adam Ding and
Jennifer G. Dy},
editor = {Arthur Gretton and
Christian C. Robert},
title = {A Robust-Equitable Copula Dependence Measure for Feature Selection},
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 = {84--92},
publisher = {JMLR.org},
year = {2016},
url = {http://proceedings.mlr.press/v51/chang16.html},
timestamp = {Wed, 29 May 2019 08:41:44 +0200},
biburl = {https://dblp.org/rec/conf/aistats/ChangLDD16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/embc/SouratiKADLE16,
author = {Jamshid Sourati and
Steven C. Kazmierczak and
Murat Ak{\c{c}}akaya and
Jennifer G. Dy and
Todd K. Leen and
Deniz Erdogmus},
title = {Assessing subsets of analytes in context of detecting laboratory errors},
booktitle = {38th Annual International Conference of the {IEEE} Engineering in
Medicine and Biology Society, {EMBC} 2016, Orlando, FL, USA, August
16-20, 2016},
pages = {5793--5796},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/EMBC.2016.7592044},
doi = {10.1109/EMBC.2016.7592044},
timestamp = {Wed, 16 Oct 2019 14:14:50 +0200},
biburl = {https://dblp.org/rec/conf/embc/SouratiKADLE16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ChenCHCCSD16,
author = {Junxiang Chen and
Yale Chang and
Brian Hobbs and
Peter J. Castaldi and
Michael H. Cho and
Edwin K. Silverman and
Jennifer G. Dy},
editor = {Francesco Bonchi and
Josep Domingo{-}Ferrer and
Ricardo Baeza{-}Yates and
Zhi{-}Hua Zhou and
Xindong Wu},
title = {Interpretable Clustering via Discriminative Rectangle Mixture Model},
booktitle = {{IEEE} 16th International Conference on Data Mining, {ICDM} 2016,
December 12-15, 2016, Barcelona, Spain},
pages = {823--828},
publisher = {{IEEE} Computer Society},
year = {2016},
url = {https://doi.org/10.1109/ICDM.2016.0097},
doi = {10.1109/ICDM.2016.0097},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/ChenCHCCSD16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ZhaoATBDBKD16,
author = {Yijun Zhao and
Bilal Ahmed and
Thomas Thesen and
Karen E. Blackmon and
Jennifer G. Dy and
Carla E. Brodley and
Ruben Kuzniecky and
Orrin Devinsky},
editor = {Balaji Krishnapuram and
Mohak Shah and
Alexander J. Smola and
Charu C. Aggarwal and
Dou Shen and
Rajeev Rastogi},
title = {A Non-parametric Approach to Detect Epileptogenic Lesions using Restricted
Boltzmann Machines},
booktitle = {Proceedings of the 22nd {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, San Francisco, CA, USA, August
13-17, 2016},
pages = {373--382},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2939672.2939705},
doi = {10.1145/2939672.2939705},
timestamp = {Tue, 06 Nov 2018 16:59:37 +0100},
biburl = {https://dblp.org/rec/conf/kdd/ZhaoATBDBKD16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlhc/AhmedTBKDDB16,
author = {Bilal Ahmed and
Thomas Thesen and
Karen E. Blackmon and
Ruben Kuzniecky and
Orrin Devinsky and
Jennifer G. Dy and
Carla E. Brodley},
editor = {Finale Doshi{-}Velez and
Jim Fackler and
David C. Kale and
Byron C. Wallace and
Jenna Wiens},
title = {Multi-task Learning with Weak Class Labels: Leveraging iEEG to Detect
Cortical Lesions in Cryptogenic Epilepsy},
booktitle = {Proceedings of the 1st Machine Learning in Health Care, {MLHC} 2016,
Los Angeles, CA, USA, August 19-20, 2016},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {56},
pages = {115--133},
publisher = {JMLR.org},
year = {2016},
url = {http://proceedings.mlr.press/v56/Ahmed16.html},
timestamp = {Wed, 29 May 2019 08:41:44 +0200},
biburl = {https://dblp.org/rec/conf/mlhc/AhmedTBKDDB16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/ChenD16,
author = {Junxiang Chen and
Jennifer G. Dy},
editor = {Alexander Ihler and
Dominik Janzing},
title = {A Generative Block-Diagonal Model for Clustering},
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/155.pdf},
timestamp = {Mon, 05 Dec 2022 15:54:38 +0100},
biburl = {https://dblp.org/rec/conf/uai/ChenD16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/SouratiALED16,
author = {Jamshid Sourati and
Murat Ak{\c{c}}akaya and
Todd K. Leen and
Deniz Erdogmus and
Jennifer G. Dy},
title = {Asymptotic Analysis of Objectives based on Fisher Information in Active
Learning},
journal = {CoRR},
volume = {abs/1605.08798},
year = {2016},
url = {http://arxiv.org/abs/1605.08798},
eprinttype = {arXiv},
eprint = {1605.08798},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/SouratiALED16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/SubramanianRFD16,
author = {Ramanathan Subramanian and
R{\'{o}}mer Rosales and
Glenn Fung and
Jennifer G. Dy},
title = {Evaluating Crowdsourcing Participants in the Absence of Ground-Truth},
journal = {CoRR},
volume = {abs/1605.09432},
year = {2016},
url = {http://arxiv.org/abs/1605.09432},
eprinttype = {arXiv},
eprint = {1605.09432},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/SubramanianRFD16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/AhmedTBKDDB16,
author = {Bilal Ahmed and
Thomas Thesen and
Karen E. Blackmon and
Ruben Kuzniecky and
Orrin Devinsky and
Jennifer G. Dy and
Carla E. Brodley},
title = {Multi-task Learning with Weak Class Labels: Leveraging iEEG to Detect
Cortical Lesions in Cryptogenic Epilepsy},
journal = {CoRR},
volume = {abs/1608.00148},
year = {2016},
url = {http://arxiv.org/abs/1608.00148},
eprinttype = {arXiv},
eprint = {1608.00148},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/AhmedTBKDDB16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/MullerAG0D15,
author = {Emmanuel M{\"{u}}ller and
Ira Assent and
Stephan G{\"{u}}nnemann and
Thomas Seidl and
Jennifer G. Dy},
title = {MultiClust special issue on discovering, summarizing and using multiple
clusterings},
journal = {Mach. Learn.},
volume = {98},
number = {1-2},
pages = {1--5},
year = {2015},
url = {https://doi.org/10.1007/s10994-014-5445-0},
doi = {10.1007/S10994-014-5445-0},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/MullerAG0D15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/BrownWMD15,
author = {Sarah Marie Brown and
Andrea Webb and
Rami Mangoubi and
Jennifer G. Dy},
editor = {Blai Bonet and
Sven Koenig},
title = {A Sparse Combined Regression-Classification Formulation for Learning
a Physiological Alternative to Clinical Post-Traumatic Stress Disorder
Scores},
booktitle = {Proceedings of the Twenty-Ninth {AAAI} Conference on Artificial Intelligence,
January 25-30, 2015, Austin, Texas, {USA}},
pages = {1700--1706},
publisher = {{AAAI} Press},
year = {2015},
url = {https://doi.org/10.1609/aaai.v29i1.9470},
doi = {10.1609/AAAI.V29I1.9470},
timestamp = {Mon, 18 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/BrownWMD15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ZhaoCHDB15,
author = {Yijun Zhao and
Tanuja Chitnis and
Brian C. Healy and
Jennifer G. Dy and
Carla E. Brodley},
editor = {Charu C. Aggarwal and
Zhi{-}Hua Zhou and
Alexander Tuzhilin and
Hui Xiong and
Xindong Wu},
title = {Domain Induced Dirichlet Mixture of Gaussian Processes: An Application
to Predicting Disease Progression in Multiple Sclerosis Patients},
booktitle = {2015 {IEEE} International Conference on Data Mining, {ICDM} 2015,
Atlantic City, NJ, USA, November 14-17, 2015},
pages = {1129--1134},
publisher = {{IEEE} Computer Society},
year = {2015},
url = {https://doi.org/10.1109/ICDM.2015.74},
doi = {10.1109/ICDM.2015.74},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/ZhaoCHDB15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/AzmandianKDA15,
author = {Fatemeh Azmandian and
David R. Kaeli and
Jennifer G. Dy and
Javed A. Aslam},
editor = {Deniz Erdogmus and
Murat Ak{\c{c}}akaya and
Suleyman Serdar Kozat and
Jan Larsen},
title = {Securing virtual execution environments through machine learning-based
intrusion detection},
booktitle = {25th {IEEE} International Workshop on Machine Learning for Signal
Processing, {MLSP} 2015, Boston, MA, USA, September 17-20, 2015},
pages = {1--6},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/MLSP.2015.7324345},
doi = {10.1109/MLSP.2015.7324345},
timestamp = {Wed, 16 Oct 2019 14:14:49 +0200},
biburl = {https://dblp.org/rec/conf/mlsp/AzmandianKDA15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/ShakerEDB15,
author = {Matineh Shaker and
Deniz Erdogmus and
Jennifer G. Dy and
Sylvain Bouix},
editor = {Deniz Erdogmus and
Murat Ak{\c{c}}akaya and
Suleyman Serdar Kozat and
Jan Larsen},
title = {Sparse model learning for high dimensional diffusion {MRI} data in
traumatic brain injury},
booktitle = {25th {IEEE} International Workshop on Machine Learning for Signal
Processing, {MLSP} 2015, Boston, MA, USA, September 17-20, 2015},
pages = {1--6},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/MLSP.2015.7324375},
doi = {10.1109/MLSP.2015.7324375},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mlsp/ShakerEDB15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ChenDSD15,
author = {Junxiang Chen and
Wei Dai and
Yizhou Sun and
Jennifer G. Dy},
editor = {Suresh Venkatasubramanian and
Jieping Ye},
title = {Clustering and Ranking in Heterogeneous Information Networks via Gamma-Poisson
Model},
booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining,
Vancouver, BC, Canada, April 30 - May 2, 2015},
pages = {424--432},
publisher = {{SIAM}},
year = {2015},
url = {https://doi.org/10.1137/1.9781611974010.48},
doi = {10.1137/1.9781611974010.48},
timestamp = {Wed, 17 May 2017 14:24:53 +0200},
biburl = {https://dblp.org/rec/conf/sdm/ChenDSD15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcst/AzmandianYDAK14,
author = {Fatemeh Azmandian and
Ayse Yilmazer and
Jennifer G. Dy and
Javed A. Aslam and
David R. Kaeli},
title = {Harnessing the Power of GPUs to Speed Up Feature Selection for Outlier
Detection},
journal = {J. Comput. Sci. Technol.},
volume = {29},
number = {3},
pages = {408--422},
year = {2014},
url = {https://doi.org/10.1007/s11390-014-1439-4},
doi = {10.1007/S11390-014-1439-4},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcst/AzmandianYDAK14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/YanRFRD14,
author = {Yan Yan and
R{\'{o}}mer Rosales and
Glenn Fung and
Subramanian Ramanathan and
Jennifer G. Dy},
title = {Learning from multiple annotators with varying expertise},
journal = {Mach. Learn.},
volume = {95},
number = {3},
pages = {291--327},
year = {2014},
url = {https://doi.org/10.1007/s10994-013-5412-1},
doi = {10.1007/S10994-013-5412-1},
timestamp = {Fri, 04 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/YanRFRD14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/NiuDJ14,
author = {Donglin Niu and
Jennifer G. Dy and
Michael I. Jordan},
title = {Iterative Discovery of Multiple AlternativeClustering Views},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {36},
number = {7},
pages = {1340--1353},
year = {2014},
url = {https://doi.org/10.1109/TPAMI.2013.180},
doi = {10.1109/TPAMI.2013.180},
timestamp = {Mon, 15 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pami/NiuDJ14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/DyZ14,
author = {Jennifer G. Dy and
Zhi{-}Hua Zhou},
title = {Editorial to the Special Issue of Selected Papers of {SDM} 2013},
journal = {Stat. Anal. Data Min.},
volume = {7},
number = {4},
pages = {227--228},
year = {2014},
url = {https://doi.org/10.1002/sam.11238},
doi = {10.1002/SAM.11238},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/DyZ14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tip/SouratiEDB14,
author = {Jamshid Sourati and
Deniz Erdogmus and
Jennifer G. Dy and
Dana H. Brooks},
title = {Accelerated Learning-Based Interactive Image Segmentation Using Pairwise
Constraints},
journal = {{IEEE} Trans. Image Process.},
volume = {23},
number = {7},
pages = {3057--3070},
year = {2014},
url = {https://doi.org/10.1109/TIP.2014.2325783},
doi = {10.1109/TIP.2014.2325783},
timestamp = {Sun, 10 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tip/SouratiEDB14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/allerton/YanRFD14,
author = {Yan Yan and
R{\'{o}}mer Rosales and
Glenn Fung and
Jennifer G. Dy},
title = {Active learning from uncertain crowd annotations},
booktitle = {52nd Annual Allerton Conference on Communication, Control, and Computing,
Allerton 2014, Allerton Park {\&} Retreat Center, Monticello,
IL, USA, September 30 - October 3, 2014},
pages = {385--392},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/ALLERTON.2014.7028481},
doi = {10.1109/ALLERTON.2014.7028481},
timestamp = {Fri, 04 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/allerton/YanRFD14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isbi/RossDOWWDE14,
author = {James C. Ross and
Alejandro A. D{\'{\i}}az and
Yuka Okajima and
Demian Wassermann and
George R. Washko and
Jennifer G. Dy and
Ra{\'{u}}l San Jos{\'{e}} Est{\'{e}}par},
title = {Airway labeling using a Hidden Markov Tree Model},
booktitle = {{IEEE} 11th International Symposium on Biomedical Imaging, {ISBI}
2014, April 29 - May 2, 2014, Beijing, Chin, Beijing, China},
pages = {554--558},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/ISBI.2014.6867931},
doi = {10.1109/ISBI.2014.6867931},
timestamp = {Wed, 04 Oct 2023 17:01:25 +0200},
biburl = {https://dblp.org/rec/conf/isbi/RossDOWWDE14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/RossCCD14,
author = {James C. Ross and
Peter J. Castaldi and
Michael H. Cho and
Jennifer G. Dy},
editor = {Sofus A. Macskassy and
Claudia Perlich and
Jure Leskovec and
Wei Wang and
Rayid Ghani},
title = {Dual beta process priors for latent cluster discovery in chronic obstructive
pulmonary disease},
booktitle = {The 20th {ACM} {SIGKDD} International Conference on Knowledge Discovery
and Data Mining, {KDD} '14, New York, NY, {USA} - August 24 - 27,
2014},
pages = {155--162},
publisher = {{ACM}},
year = {2014},
url = {https://doi.org/10.1145/2623330.2623750},
doi = {10.1145/2623330.2623750},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/RossCCD14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ssiri/YolacanDK14,
author = {Esra N. Yolacan and
Jennifer G. Dy and
David R. Kaeli},
title = {System Call Anomaly Detection Using Multi-HMMs},
booktitle = {{IEEE} Eighth International Conference on Software Security and Reliability,
{SERE} 2014, San Francisco, CA, USA, June 30 - July 2, 2014 - Companion
Volume},
pages = {25--30},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/SERE-C.2014.19},
doi = {10.1109/SERE-C.2014.19},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ssiri/YolacanDK14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/RossD13,
author = {James C. Ross and
Jennifer G. Dy},
title = {Nonparametric Mixture of Gaussian Processes with Constraints},
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 = {1346--1354},
publisher = {JMLR.org},
year = {2013},
url = {http://proceedings.mlr.press/v28/ross13a.html},
timestamp = {Wed, 29 May 2019 08:41:45 +0200},
biburl = {https://dblp.org/rec/conf/icml/RossD13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bmcbi/TanFBDZ12,
author = {Hua Tan and
Jing Fan and
Jiguang Bao and
Jennifer G. Dy and
Xiaobo Zhou},
title = {A Computational model for compressed sensing RNAi cellular screening},
journal = {{BMC} Bioinform.},
volume = {13},
pages = {337},
year = {2012},
url = {https://doi.org/10.1186/1471-2105-13-337},
doi = {10.1186/1471-2105-13-337},
timestamp = {Sun, 15 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bmcbi/TanFBDZ12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neuroimage/FanXLDW12,
author = {Jing Fan and
Xiaofeng Xia and
Ying Li and
Jennifer G. Dy and
Stephen T. C. Wong},
title = {A quantitative analytic pipeline for evaluating neuronal activities
by high-throughput synaptic vesicle imaging},
journal = {NeuroImage},
volume = {62},
number = {3},
pages = {2040--2054},
year = {2012},
url = {https://doi.org/10.1016/j.neuroimage.2012.06.020},
doi = {10.1016/J.NEUROIMAGE.2012.06.020},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/neuroimage/FanXLDW12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/SouratiBDCER12,
author = {Jamshid Sourati and
Dana H. Brooks and
Jennifer G. Dy and
Esra Ataer Cansizoglu and
Deniz Erdogmus and
Milind Rajadhyaksha},
title = {Unsupervised wrinkle detection in reflectance confocal microscopy
images of the human skin},
booktitle = {2012 {IEEE} International Conference on Acoustics, Speech and Signal
Processing, {ICASSP} 2012, Kyoto, Japan, March 25-30, 2012},
pages = {705--708},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/ICASSP.2012.6287981},
doi = {10.1109/ICASSP.2012.6287981},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/icassp/SouratiBDCER12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/AlshawabkehADK12,
author = {Malak Alshawabkeh and
Javed A. Aslam and
Jennifer G. Dy and
David R. Kaeli},
editor = {Mohammed Javeed Zaki and
Arno Siebes and
Jeffrey Xu Yu and
Bart Goethals and
Geoffrey I. Webb and
Xindong Wu},
title = {Feature Weighting and Selection Using Hypothesis Margin of Boosting},
booktitle = {12th {IEEE} International Conference on Data Mining, {ICDM} 2012,
Brussels, Belgium, December 10-13, 2012},
pages = {41--50},
publisher = {{IEEE} Computer Society},
year = {2012},
url = {https://doi.org/10.1109/ICDM.2012.143},
doi = {10.1109/ICDM.2012.143},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/AlshawabkehADK12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/AzmandianYDAK12,
author = {Fatemeh Azmandian and
Ayse Yilmazer and
Jennifer G. Dy and
Javed A. Aslam and
David R. Kaeli},
editor = {Mohammed Javeed Zaki and
Arno Siebes and
Jeffrey Xu Yu and
Bart Goethals and
Geoffrey I. Webb and
Xindong Wu},
title = {GPU-Accelerated Feature Selection for Outlier Detection Using the
Local Kernel Density Ratio},
booktitle = {12th {IEEE} International Conference on Data Mining, {ICDM} 2012,
Brussels, Belgium, December 10-13, 2012},
pages = {51--60},
publisher = {{IEEE} Computer Society},
year = {2012},
url = {https://doi.org/10.1109/ICDM.2012.51},
doi = {10.1109/ICDM.2012.51},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/AzmandianYDAK12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/SouratiBDE12,
author = {Jamshid Sourati and
Dana H. Brooks and
Jennifer G. Dy and
Deniz Erdogmus},
title = {Constrained spectral clustering for image segmentation},
booktitle = {{IEEE} International Workshop on Machine Learning for Signal Processing,
{MLSP} 2012, Santander, Spain, September 23-26, 2012},
pages = {1--6},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/MLSP.2012.6349765},
doi = {10.1109/MLSP.2012.6349765},
timestamp = {Wed, 16 Oct 2019 14:14:49 +0200},
biburl = {https://dblp.org/rec/conf/mlsp/SouratiBDE12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/AzmandianDAK12,
author = {Fatemeh Azmandian and
Jennifer G. Dy and
Javed A. Aslam and
David R. Kaeli},
editor = {Steven C. H. Hoi and
Wray L. Buntine},
title = {Local Kernel Density Ratio-Based Feature Selection for Outlier Detection},
booktitle = {Proceedings of the 4th Asian Conference on Machine Learning, {ACML}
2012, Singapore, Singapore, November 4-6, 2012},
series = {{JMLR} Proceedings},
volume = {25},
pages = {49--64},
publisher = {JMLR.org},
year = {2012},
url = {http://proceedings.mlr.press/v25/azmandian12.html},
timestamp = {Wed, 29 May 2019 08:41:47 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/AzmandianDAK12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/NiuDG12,
author = {Donglin Niu and
Jennifer G. Dy and
Zoubin Ghahramani},
editor = {Neil D. Lawrence and
Mark A. Girolami},
title = {A Nonparametric Bayesian Model for Multiple Clustering with Overlapping
Feature Views},
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 = {814--822},
publisher = {JMLR.org},
year = {2012},
url = {http://proceedings.mlr.press/v22/niu12.html},
timestamp = {Wed, 29 May 2019 08:41:44 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/NiuDG12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/YanRFFRD12,
author = {Yan Yan and
R{\'{o}}mer Rosales and
Glenn Fung and
Faisal Farooq and
Bharat Rao and
Jennifer G. Dy},
editor = {Neil D. Lawrence and
Mark A. Girolami},
title = {Active Learning from Multiple Knowledge Sources},
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 = {1350--1357},
publisher = {JMLR.org},
year = {2012},
url = {http://proceedings.mlr.press/v22/yan12.html},
timestamp = {Fri, 04 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/YanRFFRD12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1203-3529,
author = {Yan Yan and
R{\'{o}}mer Rosales and
Glenn Fung and
Jennifer G. Dy},
title = {Modeling Multiple Annotator Expertise in the Semi-Supervised Learning
Scenario},
journal = {CoRR},
volume = {abs/1203.3529},
year = {2012},
url = {http://arxiv.org/abs/1203.3529},
eprinttype = {arXiv},
eprint = {1203.3529},
timestamp = {Fri, 04 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1203-3529.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigops/AzmandianMADAK11,
author = {Fatemeh Azmandian and
Micha Moffie and
Malak Alshawabkeh and
Jennifer G. Dy and
Javed A. Aslam and
David R. Kaeli},
title = {Virtual machine monitor-based lightweight intrusion detection},
journal = {{ACM} {SIGOPS} Oper. Syst. Rev.},
volume = {45},
number = {2},
pages = {38--53},
year = {2011},
url = {https://doi.org/10.1145/2007183.2007189},
doi = {10.1145/2007183.2007189},
timestamp = {Tue, 14 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sigops/AzmandianMADAK11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acssc/FanXDW11,
author = {Jing Fan and
Xiaofeng Xia and
Jennifer G. Dy and
Stephen T. C. Wong},
editor = {Michael B. Matthews},
title = {Quantitative synaptic vesicle imaging for evaluating neuron activities
in neurodegenerative diseases},
booktitle = {Conference Record of the Forty Fifth Asilomar Conference on Signals,
Systems and Computers, {ACSCC} 2011, Pacific Grove, CA, USA, November
6-9, 2011},
pages = {421--425},
publisher = {{IEEE}},
year = {2011},
url = {https://doi.org/10.1109/ACSSC.2011.6190033},
doi = {10.1109/ACSSC.2011.6190033},
timestamp = {Wed, 16 Oct 2019 14:14:57 +0200},
biburl = {https://dblp.org/rec/conf/acssc/FanXDW11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/embc/PatelCMPSWDB11,
author = {Shyamal Patel and
Bor{-}rong Chen and
Chiara Mancinelli and
Sabrina Paganoni and
Ludy Shih and
Matt Welsh and
Jennifer G. Dy and
Paolo Bonato},
title = {Longitudinal monitoring of patients with Parkinson's disease via wearable
sensor technology in the home setting},
booktitle = {33rd Annual International Conference of the {IEEE} Engineering in
Medicine and Biology Society, {EMBC} 2011, Boston, MA, USA, August
30 - Sept. 3, 2011},
pages = {1552--1555},
publisher = {{IEEE}},
year = {2011},
url = {https://doi.org/10.1109/IEMBS.2011.6090452},
doi = {10.1109/IEMBS.2011.6090452},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/embc/PatelCMPSWDB11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/embc/KurugolBEDSB11,
author = {Sila Kurugol and
Erhan Bas and
Deniz Erdogmus and
Jennifer G. Dy and
Gregory C. Sharp and
Dana H. Brooks},
title = {Centerline extraction with principal curve tracing to improve 3D level
set esophagus segmentation in {CT} images},
booktitle = {33rd Annual International Conference of the {IEEE} Engineering in
Medicine and Biology Society, {EMBC} 2011, Boston, MA, USA, August
30 - Sept. 3, 2011},
pages = {3403--3406},
publisher = {{IEEE}},
year = {2011},
url = {https://doi.org/10.1109/IEMBS.2011.6090921},
doi = {10.1109/IEMBS.2011.6090921},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/embc/KurugolBEDSB11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GuanDJ11,
author = {Yue Guan and
Jennifer G. Dy and
Michael I. Jordan},
editor = {Lise Getoor and
Tobias Scheffer},
title = {A Unified Probabilistic Model for Global and Local Unsupervised Feature
Selection},
booktitle = {Proceedings of the 28th International Conference on Machine Learning,
{ICML} 2011, Bellevue, Washington, USA, June 28 - July 2, 2011},
pages = {1073--1080},
publisher = {Omnipress},
year = {2011},
url = {https://icml.cc/2011/papers/546\_icmlpaper.pdf},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/GuanDJ11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/YanRFD11,
author = {Yan Yan and
R{\'{o}}mer Rosales and
Glenn Fung and
Jennifer G. Dy},
editor = {Lise Getoor and
Tobias Scheffer},
title = {Active Learning from Crowds},
booktitle = {Proceedings of the 28th International Conference on Machine Learning,
{ICML} 2011, Bellevue, Washington, USA, June 28 - July 2, 2011},
pages = {1161--1168},
publisher = {Omnipress},
year = {2011},
url = {https://icml.cc/2011/papers/596\_icmlpaper.pdf},
timestamp = {Fri, 04 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/YanRFD11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/AlshawabkehADK11,
author = {Malak Alshawabkeh and
Javed A. Aslam and
Jennifer G. Dy and
David R. Kaeli},
editor = {Xue{-}wen Chen and
Tharam S. Dillon and
Hisao Ishibuchi and
Jian Pei and
Haixun Wang and
M. Arif Wani},
title = {Feature Selection Metric Using {AUC} Margin for Small Samples and
Imbalanced Data Classification Problems},
booktitle = {10th International Conference on Machine Learning and Applications
and Workshops, {ICMLA} 2011, Honolulu, Hawaii, USA, December 18-21,
2011. Volume 1: Main Conference},
pages = {145--150},
publisher = {{IEEE} Computer Society},
year = {2011},
url = {https://doi.org/10.1109/ICMLA.2011.70},
doi = {10.1109/ICMLA.2011.70},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icmla/AlshawabkehADK11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ictai/AlshawabkehAKD11,
author = {Malak Alshawabkeh and
Javed A. Aslam and
David R. Kaeli and
Jennifer G. Dy},
title = {A Novel Feature Selection for Intrusion Detection in Virtual Machine
Environments},
booktitle = {{IEEE} 23rd International Conference on Tools with Artificial Intelligence,
{ICTAI} 2011, Boca Raton, FL, USA, November 7-9, 2011},
pages = {879--881},
publisher = {{IEEE} Computer Society},
year = {2011},
url = {https://doi.org/10.1109/ICTAI.2011.138},
doi = {10.1109/ICTAI.2011.138},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ictai/AlshawabkehAKD11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mascots/AzmandianMDAK11,
author = {Fatemeh Azmandian and
Micha Moffie and
Jennifer G. Dy and
Javed A. Aslam and
David R. Kaeli},
title = {Workload Characterization at the Virtualization Layer},
booktitle = {{MASCOTS} 2011, 19th Annual {IEEE/ACM} International Symposium on
Modeling, Analysis and Simulation of Computer and Telecommunication
Systems, Singapore, 25-27 July, 2011},
pages = {63--72},
publisher = {{IEEE} Computer Society},
year = {2011},
url = {https://doi.org/10.1109/MASCOTS.2011.63},
doi = {10.1109/MASCOTS.2011.63},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mascots/AzmandianMDAK11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/NiuDJ11,
author = {Donglin Niu and
Jennifer G. Dy and
Michael I. Jordan},
editor = {Geoffrey J. Gordon and
David B. Dunson and
Miroslav Dud{\'{\i}}k},
title = {Dimensionality Reduction for Spectral Clustering},
booktitle = {Proceedings of the Fourteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2011, Fort Lauderdale, USA,
April 11-13, 2011},
series = {{JMLR} Proceedings},
volume = {15},
pages = {552--560},
publisher = {JMLR.org},
year = {2011},
url = {http://proceedings.mlr.press/v15/niu11a/niu11a.pdf},
timestamp = {Wed, 29 May 2019 08:41:44 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/NiuDJ11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pieee/PatelHHSADB10,
author = {Shyamal Patel and
Richard Hughes and
Todd Hester and
Joel Stein and
Metin Akay and
Jennifer G. Dy and
Paolo Bonato},
title = {A Novel Approach to Monitor Rehabilitation Outcomes in Stroke Survivors
Using Wearable Technology},
journal = {Proc. {IEEE}},
volume = {98},
number = {3},
pages = {450--461},
year = {2010},
url = {https://doi.org/10.1109/JPROC.2009.2038727},
doi = {10.1109/JPROC.2009.2038727},
timestamp = {Fri, 02 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pieee/PatelHHSADB10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigkdd/FernDD10,
author = {Xiaoli Z. Fern and
Ian Davidson and
Jennifer G. Dy},
title = {MultiClust 2010: discovering, summarizing and using multiple clusterings},
journal = {{SIGKDD} Explor.},
volume = {12},
number = {2},
pages = {47--49},
year = {2010},
url = {https://doi.org/10.1145/1964897.1964910},
doi = {10.1145/1964897.1964910},
timestamp = {Tue, 29 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sigkdd/FernDD10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/CuiFD10,
author = {Ying Cui and
Xiaoli Z. Fern and
Jennifer G. Dy},
title = {Learning multiple nonredundant clusterings},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {4},
number = {3},
pages = {15:1--15:32},
year = {2010},
url = {https://doi.org/10.1145/1839490.1839496},
doi = {10.1145/1839490.1839496},
timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/CuiFD10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MasaeliFD10,
author = {Mahdokht Masaeli and
Glenn Fung and
Jennifer G. Dy},
editor = {Johannes F{\"{u}}rnkranz and
Thorsten Joachims},
title = {From Transformation-Based Dimensionality Reduction to Feature Selection},
booktitle = {Proceedings of the 27th International Conference on Machine Learning
(ICML-10), June 21-24, 2010, Haifa, Israel},
pages = {751--758},
publisher = {Omnipress},
year = {2010},
url = {https://icml.cc/Conferences/2010/papers/333.pdf},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/MasaeliFD10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/NiuDJ10,
author = {Donglin Niu and
Jennifer G. Dy and
Michael I. Jordan},
editor = {Johannes F{\"{u}}rnkranz and
Thorsten Joachims},
title = {Multiple Non-Redundant Spectral Clustering Views},
booktitle = {Proceedings of the 27th International Conference on Machine Learning
(ICML-10), June 21-24, 2010, Haifa, Israel},
pages = {831--838},
publisher = {Omnipress},
year = {2010},
url = {https://icml.cc/Conferences/2010/papers/342.pdf},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/NiuDJ10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/AlshawabkehMAADK10,
author = {Malak Alshawabkeh and
Micha Moffie and
Fatemeh Azmandian and
Javed A. Aslam and
Jennifer G. Dy and
David R. Kaeli},
editor = {Sorin Draghici and
Taghi M. Khoshgoftaar and
Vasile Palade and
Witold Pedrycz and
M. Arif Wani and
Xingquan Zhu},
title = {Effective Virtual Machine Monitor Intrusion Detection Using Feature
Selection on Highly Imbalanced Data},
booktitle = {The Ninth International Conference on Machine Learning and Applications,
{ICMLA} 2010, Washington, DC, USA, 12-14 December 2010},
pages = {823--827},
publisher = {{IEEE} Computer Society},
year = {2010},
url = {https://doi.org/10.1109/ICMLA.2010.127},
doi = {10.1109/ICMLA.2010.127},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icmla/AlshawabkehMAADK10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpr/KurugolODSB10,
author = {Sila Kurugol and
Necmiye Ozay and
Jennifer G. Dy and
Gregory C. Sharp and
Dana H. Brooks},
title = {Locally Deformable Shape Model to Improve 3D Level Set Based Esophagus
Segmentation},
booktitle = {20th International Conference on Pattern Recognition, {ICPR} 2010,
Istanbul, Turkey, 23-26 August 2010},
pages = {3955--3958},
publisher = {{IEEE} Computer Society},
year = {2010},
url = {https://doi.org/10.1109/ICPR.2010.962},
doi = {10.1109/ICPR.2010.962},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icpr/KurugolODSB10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isbi/KurugolDSB10,
author = {Sila Kurugol and
Jennifer G. Dy and
Gregory C. Sharp and
Dana H. Brooks},
title = {3D level set esophagus segmentation in thoracic {CT} images using
spatial, appearance and shape models},
booktitle = {Proceedings of the 2010 {IEEE} International Symposium on Biomedical
Imaging: From Nano to Macro, Rotterdam, The Netherlands, 14-17 April,
2010},
pages = {444--447},
publisher = {{IEEE}},
year = {2010},
url = {https://doi.org/10.1109/ISBI.2010.5490315},
doi = {10.1109/ISBI.2010.5490315},
timestamp = {Wed, 04 Oct 2023 17:01:25 +0200},
biburl = {https://dblp.org/rec/conf/isbi/KurugolDSB10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/YanFDR10,
author = {Yan Yan and
Glenn Fung and
Jennifer G. Dy and
R{\'{o}}mer Rosales},
editor = {Bharat Rao and
Balaji Krishnapuram and
Andrew Tomkins and
Qiang Yang},
title = {Medical coding classification by leveraging inter-code relationships},
booktitle = {Proceedings of the 16th {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, Washington, DC, USA, July 25-28,
2010},
pages = {193--202},
publisher = {{ACM}},
year = {2010},
url = {https://doi.org/10.1145/1835804.1835831},
doi = {10.1145/1835804.1835831},
timestamp = {Fri, 04 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/YanFDR10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/MasaeliYCFD10,
author = {Mahdokht Masaeli and
Yan Yan and
Ying Cui and
Glenn Fung and
Jennifer G. Dy},
title = {Convex Principal Feature Selection},
booktitle = {Proceedings of the {SIAM} International Conference on Data Mining,
{SDM} 2010, April 29 - May 1, 2010, Columbus, Ohio, {USA}},
pages = {619--628},
publisher = {{SIAM}},
year = {2010},
url = {https://doi.org/10.1137/1.9781611972801.54},
doi = {10.1137/1.9781611972801.54},
timestamp = {Fri, 04 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/MasaeliYCFD10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/YanRFD10,
author = {Yan Yan and
R{\'{o}}mer Rosales and
Glenn Fung and
Jennifer G. Dy},
editor = {Peter Gr{\"{u}}nwald and
Peter Spirtes},
title = {Modeling Multiple Annotator Expertise in the Semi-Supervised Learning
Scenario},
booktitle = {{UAI} 2010, Proceedings of the Twenty-Sixth Conference on Uncertainty
in Artificial Intelligence, Catalina Island, CA, USA, July 8-11, 2010},
pages = {674--682},
publisher = {{AUAI} Press},
year = {2010},
url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=2149\&\#38;proceeding\_id=26},
timestamp = {Fri, 04 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/YanRFD10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/YanRFSVBMD10,
author = {Yan Yan and
R{\'{o}}mer Rosales and
Glenn Fung and
Mark Schmidt and
Gerardo Hermosillo Valadez and
Luca Bogoni and
Linda Moy and
Jennifer G. Dy},
editor = {Yee Whye Teh and
D. Mike Titterington},
title = {Modeling annotator expertise: Learning when everybody knows a bit
of something},
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 = {932--939},
publisher = {JMLR.org},
year = {2010},
url = {http://proceedings.mlr.press/v9/yan10a.html},
timestamp = {Fri, 04 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/YanRFSVBMD10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijmms/LinZWYD09,
author = {Yingzi Lin and
Wen{-}Jun Zhang and
Chieh Wu and
G. Yang and
Jennifer G. Dy},
title = {A fuzzy logics clustering approach to computing human attention allocation
using eyegaze movement cue},
journal = {Int. J. Hum. Comput. Stud.},
volume = {67},
number = {5},
pages = {455--463},
year = {2009},
url = {https://doi.org/10.1016/j.ijhcs.2008.12.005},
doi = {10.1016/J.IJHCS.2008.12.005},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijmms/LinZWYD09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/VuralFKDR09,
author = {Volkan Vural and
Glenn Fung and
Balaji Krishnapuram and
Jennifer G. Dy and
R. Bharat Rao},
title = {Using Local Dependencies within Batches to Improve Large Margin Classifiers},
journal = {J. Mach. Learn. Res.},
volume = {10},
pages = {183--206},
year = {2009},
url = {https://dl.acm.org/doi/10.5555/1577069.1577077},
doi = {10.5555/1577069.1577077},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/VuralFKDR09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ni/FanZDZW09,
author = {Jing Fan and
Xiaobo Zhou and
Jennifer G. Dy and
Yong Zhang and
Stephen T. C. Wong},
title = {An Automated Pipeline for Dendrite Spine Detection and Tracking of
3D Optical Microscopy Neuron Images of In Vivo Mouse Models},
journal = {Neuroinformatics},
volume = {7},
number = {2},
pages = {113--130},
year = {2009},
url = {https://doi.org/10.1007/s12021-009-9047-0},
doi = {10.1007/S12021-009-9047-0},
timestamp = {Mon, 12 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ni/FanZDZW09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/titb/PatelLHHGSADWB09,
author = {Shyamal Patel and
Konrad Lorincz and
Richard Hughes and
Nancy Huggins and
John Growdon and
David G. Standaert and
Metin Akay and
Jennifer G. Dy and
Matt Welsh and
Paolo Bonato},
title = {Monitoring Motor Fluctuations in Patients With Parkinson's Disease
Using Wearable Sensors},
journal = {{IEEE} Trans. Inf. Technol. Biomed.},
volume = {13},
number = {6},
pages = {864--873},
year = {2009},
url = {https://doi.org/10.1109/TITB.2009.2033471},
doi = {10.1109/TITB.2009.2033471},
timestamp = {Thu, 27 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/titb/PatelLHHGSADWB09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/VuralFRD09,
author = {Volkan Vural and
Glenn Fung and
R{\'{o}}mer Rosales and
Jennifer G. Dy},
editor = {Craig Boutilier},
title = {Multi-Class Classifiers and their Underlying Shared Structure},
booktitle = {{IJCAI} 2009, Proceedings of the 21st International Joint Conference
on Artificial Intelligence, Pasadena, California, USA, July 11-17,
2009},
pages = {1267--1272},
year = {2009},
url = {http://ijcai.org/Proceedings/09/Papers/213.pdf},
timestamp = {Tue, 20 Aug 2019 16:16:40 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/VuralFRD09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isbi/KurugolDRB09,
author = {Sila Kurugol and
Jennifer G. Dy and
Milind Rajadhyaksha and
Dana H. Brooks},
title = {Localizing the Dermis/Epidermis Boundary in Reflectance Confocal Microscopy
Images with a Hybrid Classification Algorithm},
booktitle = {Proceedings of the 2009 {IEEE} International Symposium on Biomedical
Imaging: From Nano to Macro, Boston, MA, USA, June 28 - July 1, 2009},
pages = {1322--1325},
publisher = {{IEEE}},
year = {2009},
url = {https://doi.org/10.1109/ISBI.2009.5193308},
doi = {10.1109/ISBI.2009.5193308},
timestamp = {Wed, 04 Oct 2023 17:01:25 +0200},
biburl = {https://dblp.org/rec/conf/isbi/KurugolDRB09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/GuanD09,
author = {Yue Guan and
Jennifer G. Dy},
editor = {David A. Van Dyk and
Max Welling},
title = {Sparse Probabilistic Principal Component Analysis},
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 = {185--192},
publisher = {JMLR.org},
year = {2009},
url = {http://proceedings.mlr.press/v5/guan09a.html},
timestamp = {Wed, 29 May 2019 08:41:44 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/GuanD09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/oms/VuralFDR08,
author = {Volkan Vural and
Glenn Fung and
Jennifer G. Dy and
Bharat Rao},
title = {Fast semi-supervised {SVM} classifiers using \emph{a priori} metric
information},
journal = {Optim. Methods Softw.},
volume = {23},
number = {4},
pages = {521--532},
year = {2008},
url = {https://doi.org/10.1080/10556780802102750},
doi = {10.1080/10556780802102750},
timestamp = {Thu, 24 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/oms/VuralFDR08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/FarhangfarKD08,
author = {Alireza Farhangfar and
Lukasz A. Kurgan and
Jennifer G. Dy},
title = {Impact of imputation of missing values on classification error for
discrete data},
journal = {Pattern Recognit.},
volume = {41},
number = {12},
pages = {3692--3705},
year = {2008},
url = {https://doi.org/10.1016/j.patcog.2008.05.019},
doi = {10.1016/J.PATCOG.2008.05.019},
timestamp = {Mon, 24 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pr/FarhangfarKD08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isbi/KurugolDRB08,
author = {Sila Kurugol and
Jennifer G. Dy and
Milind Rajadhyaksha and
Dana H. Brooks},
title = {Detection of the dermis/epidermis boundary in reflectance confocal
images using multi-scale classifier with adaptive texture features},
booktitle = {Proceedings of the 2008 {IEEE} International Symposium on Biomedical
Imaging: From Nano to Macro, Paris, France, May 14-17, 2008},
pages = {492--495},
publisher = {{IEEE}},
year = {2008},
url = {https://doi.org/10.1109/ISBI.2008.4541040},
doi = {10.1109/ISBI.2008.4541040},
timestamp = {Wed, 04 Oct 2023 17:01:25 +0200},
biburl = {https://dblp.org/rec/conf/isbi/KurugolDRB08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/CuiDSAJ08,
author = {Ying Cui and
Jennifer G. Dy and
Gregory C. Sharp and
Brian M. Alexander and
Steve B. Jiang},
editor = {Ying Li and
Bing Liu and
Sunita Sarawagi},
title = {Learning methods for lung tumor markerless gating in image-guided
radiotherapy},
booktitle = {Proceedings of the 14th {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, Las Vegas, Nevada, USA, August
24-27, 2008},
pages = {902--910},
publisher = {{ACM}},
year = {2008},
url = {https://doi.org/10.1145/1401890.1401998},
doi = {10.1145/1401890.1401998},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/CuiDSAJ08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ida/SuD07,
author = {Ting Su and
Jennifer G. Dy},
title = {In search of deterministic methods for initializing K-means and Gaussian
mixture clustering},
journal = {Intell. Data Anal.},
volume = {11},
number = {4},
pages = {319--338},
year = {2007},
url = {http://content.iospress.com/articles/intelligent-data-analysis/ida00290},
timestamp = {Tue, 04 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ida/SuD07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/CuiFD07,
author = {Ying Cui and
Xiaoli Z. Fern and
Jennifer G. Dy},
title = {Non-redundant Multi-view Clustering via Orthogonalization},
booktitle = {Proceedings of the 7th {IEEE} International Conference on Data Mining
{(ICDM} 2007), October 28-31, 2007, Omaha, Nebraska, {USA}},
pages = {133--142},
publisher = {{IEEE} Computer Society},
year = {2007},
url = {https://doi.org/10.1109/ICDM.2007.94},
doi = {10.1109/ICDM.2007.94},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/CuiFD07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecml/VuralFKDR06,
author = {Volkan Vural and
Glenn Fung and
Balaji Krishnapuram and
Jennifer G. Dy and
R. Bharat Rao},
editor = {Johannes F{\"{u}}rnkranz and
Tobias Scheffer and
Myra Spiliopoulou},
title = {Batch Classification with Applications in Computer Aided Diagnosis},
booktitle = {Machine Learning: {ECML} 2006, 17th European Conference on Machine
Learning, Berlin, Germany, September 18-22, 2006, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4212},
pages = {449--460},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/11871842\_43},
doi = {10.1007/11871842\_43},
timestamp = {Tue, 14 May 2019 10:00:54 +0200},
biburl = {https://dblp.org/rec/conf/ecml/VuralFKDR06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/expert/LiuDDTTPDLBPZYF05,
author = {Huan Liu and
Edward R. Dougherty and
Jennifer G. Dy and
Kari Torkkola and
Eugene Tuv and
Hanchuan Peng and
Chris H. Q. Ding and
Fuhui Long and
Michael E. Berens and
Lance Parsons and
Zheng Zhao and
Lei Yu and
George Forman},
title = {Evolving Feature Selection},
journal = {{IEEE} Intell. Syst.},
volume = {20},
number = {6},
pages = {64--76},
year = {2005},
url = {https://doi.org/10.1109/MIS.2005.105},
doi = {10.1109/MIS.2005.105},
timestamp = {Fri, 30 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/expert/LiuDDTTPDLBPZYF05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fpga/CordesDLG05,
author = {Ben Cordes and
Jennifer G. Dy and
Miriam Leeser and
James Goebel},
editor = {Herman Schmit and
Steven J. E. Wilton},
title = {Enabling a RealTime Solution for Neuron Detection with Reconfigurable
Hardware (abstract only)},
booktitle = {Proceedings of the {ACM/SIGDA} 13th International Symposium on Field
Programmable Gate Arrays, {FPGA} 2005, Monterey, California, USA,
February 20-22, 2005},
pages = {264},
publisher = {{ACM}},
year = {2005},
url = {https://doi.org/10.1145/1046192.1046232},
doi = {10.1145/1046192.1046232},
timestamp = {Tue, 06 Nov 2018 16:58:22 +0100},
biburl = {https://dblp.org/rec/conf/fpga/CordesDLG05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/SanghaiSDK05,
author = {Kaushal Sanghai and
Ting Su and
Jennifer G. Dy and
David R. Kaeli},
editor = {Robert Grossman and
Roberto J. Bayardo and
Kristin P. Bennett},
title = {A multinomial clustering model for fast simulation of computer architecture
designs},
booktitle = {Proceedings of the Eleventh {ACM} {SIGKDD} International Conference
on Knowledge Discovery and Data Mining, Chicago, Illinois, USA, August
21-24, 2005},
pages = {808--813},
publisher = {{ACM}},
year = {2005},
url = {https://doi.org/10.1145/1081870.1081977},
doi = {10.1145/1081870.1081977},
timestamp = {Tue, 04 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/SanghaiSDK05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/rsp/CordesDLG05,
author = {Ben Cordes and
Jennifer G. Dy and
Miriam Leeser and
James Goebel},
title = {Enabling a Real-Time Solution for Neuron Detection with Reconfigurable
Hardware},
booktitle = {16th {IEEE} International Workshop on Rapid System Prototyping {(RSP}
2005), 8-10 June 2005, Montreal, Canada},
pages = {128--134},
publisher = {{IEEE} Computer Society},
year = {2005},
url = {https://doi.org/10.1109/RSP.2005.24},
doi = {10.1109/RSP.2005.24},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/rsp/CordesDLG05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/DyB04,
author = {Jennifer G. Dy and
Carla E. Brodley},
title = {Feature Selection for Unsupervised Learning},
journal = {J. Mach. Learn. Res.},
volume = {5},
pages = {845--889},
year = {2004},
url = {http://jmlr.org/papers/volume5/dy04a/dy04a.pdf},
timestamp = {Wed, 10 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/DyB04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SuD04,
author = {Ting Su and
Jennifer G. Dy},
editor = {Carla E. Brodley},
title = {Automated hierarchical mixtures of probabilistic principal component
analyzers},
booktitle = {Machine Learning, Proceedings of the Twenty-first International Conference
{(ICML} 2004), Banff, Alberta, Canada, July 4-8, 2004},
series = {{ACM} International Conference Proceeding Series},
volume = {69},
publisher = {{ACM}},
year = {2004},
url = {https://doi.org/10.1145/1015330.1015393},
doi = {10.1145/1015330.1015393},
timestamp = {Tue, 04 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/SuD04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/VuralD04,
author = {Volkan Vural and
Jennifer G. Dy},
editor = {Carla E. Brodley},
title = {A hierarchical method for multi-class support vector machines},
booktitle = {Machine Learning, Proceedings of the Twenty-first International Conference
{(ICML} 2004), Banff, Alberta, Canada, July 4-8, 2004},
series = {{ACM} International Conference Proceeding Series},
volume = {69},
publisher = {{ACM}},
year = {2004},
url = {https://doi.org/10.1145/1015330.1015427},
doi = {10.1145/1015330.1015427},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/VuralD04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ictai/SuD04,
author = {Ting Su and
Jennifer G. Dy},
title = {A Deterministic Method for Initializing K-Means Clustering},
booktitle = {16th {IEEE} International Conference on Tools with Artificial Intelligence
{(ICTAI} 2004), 15-17 November 2004, Boca Raton, FL, {USA}},
pages = {784--786},
publisher = {{IEEE} Computer Society},
year = {2004},
url = {https://doi.org/10.1109/ICTAI.2004.7},
doi = {10.1109/ICTAI.2004.7},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ictai/SuD04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/DyBKBA03,
author = {Jennifer G. Dy and
Carla E. Brodley and
Avinash C. Kak and
Lynn S. Broderick and
Alex M. Aisen},
title = {Unsupervised Feature Selection Applied to Content-Based Retrieval
of Lung Images},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {25},
number = {3},
pages = {373--378},
year = {2003},
url = {https://doi.org/10.1109/TPAMI.2003.1182100},
doi = {10.1109/TPAMI.2003.1182100},
timestamp = {Wed, 17 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pami/DyBKBA03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/DyB00,
author = {Jennifer G. Dy and
Carla E. Brodley},
editor = {Pat Langley},
title = {Feature Subset Selection and Order Identification for Unsupervised
Learning},
booktitle = {Proceedings of the Seventeenth International Conference on Machine
Learning {(ICML} 2000), Stanford University, Stanford, CA, USA, June
29 - July 2, 2000},
pages = {247--254},
publisher = {Morgan Kaufmann},
year = {2000},
timestamp = {Sun, 21 Feb 2010 20:54:50 +0100},
biburl = {https://dblp.org/rec/conf/icml/DyB00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/DyB00,
author = {Jennifer G. Dy and
Carla E. Brodley},
editor = {Raghu Ramakrishnan and
Salvatore J. Stolfo and
Roberto J. Bayardo and
Ismail Parsa},
title = {Visualization and interactive feature selection for unsupervised data},
booktitle = {Proceedings of the sixth {ACM} {SIGKDD} international conference on
Knowledge discovery and data mining, Boston, MA, USA, August 20-23,
2000},
pages = {360--364},
publisher = {{ACM}},
year = {2000},
url = {https://doi.org/10.1145/347090.347168},
doi = {10.1145/347090.347168},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/DyB00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/BrodleyKSDBA99,
author = {Carla E. Brodley and
Avinash C. Kak and
Chi{-}Ren Shyu and
Jennifer G. Dy and
Lynn S. Broderick and
Alex M. Aisen},
editor = {Jim Hendler and
Devika Subramanian},
title = {Content-Based Retrieval from Medical Image Databases: {A} Synergy
of Human Interaction, Machine Learning and Computer Vision},
booktitle = {Proceedings of the Sixteenth National Conference on Artificial Intelligence
and Eleventh Conference on Innovative Applications of Artificial Intelligence,
July 18-22, 1999, Orlando, Florida, {USA}},
pages = {760--767},
publisher = {{AAAI} Press / The {MIT} Press},
year = {1999},
url = {http://www.aaai.org/Library/AAAI/1999/aaai99-108.php},
timestamp = {Tue, 05 Sep 2023 09:10:47 +0200},
biburl = {https://dblp.org/rec/conf/aaai/BrodleyKSDBA99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/DyBKSB99,
author = {Jennifer G. Dy and
Carla E. Brodley and
Avinash C. Kak and
Chi{-}Ren Shyu and
Lynn S. Broderick},
title = {The Customized-Queries Approach to {CBIR} Using {EM}},
booktitle = {1999 Conference on Computer Vision and Pattern Recognition {(CVPR}
'99), 23-25 June 1999, Ft. Collins, CO, {USA}},
pages = {2400--2406},
publisher = {{IEEE} Computer Society},
year = {1999},
url = {https://doi.org/10.1109/CVPR.1999.784712},
doi = {10.1109/CVPR.1999.784712},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/DyBKSB99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/spieSR/DyBKSB99,
author = {Jennifer G. Dy and
Carla E. Brodley and
Avinash C. Kak and
Chi{-}Ren Shyu and
Lynn S. Broderick},
editor = {Minerva M. Yeung and
Boon{-}Lock Yeo and
Charles A. Bouman},
title = {Customized-queries approach to {CBIR}},
booktitle = {Storage and Retrieval for Image and Video Databases VII, San Jose,
CA, USA, January 26-29, 1999},
series = {{SPIE} Proceedings},
volume = {3656},
pages = {22--32},
publisher = {{SPIE}},
year = {1999},
url = {https://doi.org/10.1117/12.333849},
doi = {10.1117/12.333849},
timestamp = {Thu, 25 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/spieSR/DyBKSB99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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