Stop the war!Остановите войну!
for scientists:
default search action
Google
Google Scholar
Semantic Scholar
Internet Archive Scholar
CiteSeerX
ORCIDBibTeX records: Lester Mackey
@inproceedings{DBLP:conf/eacl/AgrawalSMK24,
author = {Ayush Agrawal and
Mirac Suzgun and
Lester Mackey and
Adam Kalai},
editor = {Yvette Graham and
Matthew Purver},
title = {Do Language Models Know When They're Hallucinating References?},
booktitle = {Findings of the Association for Computational Linguistics: {EACL}
2024, St. Julian's, Malta, March 17-22, 2024},
pages = {912--928},
publisher = {Association for Computational Linguistics},
year = {2024},
url = {https://aclanthology.org/2024.findings-eacl.62},
timestamp = {Tue, 02 Apr 2024 16:32:10 +0200},
biburl = {https://dblp.org/rec/conf/eacl/AgrawalSMK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/ChengDMK23,
author = {Myra Cheng and
Maria De{-}Arteaga and
Lester Mackey and
Adam Tauman Kalai},
title = {Social norm bias: residual harms of fairness-aware algorithms},
journal = {Data Min. Knowl. Discov.},
volume = {37},
number = {5},
pages = {1858--1884},
year = {2023},
url = {https://doi.org/10.1007/s10618-022-00910-8},
doi = {10.1007/S10618-022-00910-8},
timestamp = {Thu, 31 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/datamine/ChengDMK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/SimonGabrielBSM23,
author = {Carl{-}Johann Simon{-}Gabriel and
Alessandro Barp and
Bernhard Sch{\"{o}}lkopf and
Lester Mackey},
title = {Metrizing Weak Convergence with Maximum Mean Discrepancies},
journal = {J. Mach. Learn. Res.},
volume = {24},
pages = {184:1--184:20},
year = {2023},
url = {http://jmlr.org/papers/v24/21-0599.html},
timestamp = {Thu, 19 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/SimonGabrielBSM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/Domingo-EnrichD23,
author = {Carles Domingo{-}Enrich and
Raaz Dwivedi and
Lester Mackey},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Compress Then Test: Powerful Kernel Testing in Near-linear Time},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {1174--1218},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/domingo-enrich23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/Domingo-EnrichD23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/AdamYHTCMK23,
author = {Hammaad Adam and
Fan Yin and
Huibin Hu and
Neil A. Tenenholtz and
Lorin Crawford and
Lester Mackey and
Allison Koenecke},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Should {I} Stop or Should {I} Go: Early Stopping with Heterogeneous
Populations},
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/3322a9a72a1707de14badd5e552ff466-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/AdamYHTCMK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/MouatadidOFOCWK23,
author = {Soukayna Mouatadid and
Paulo Orenstein and
Genevieve Flaspohler and
Miruna Oprescu and
Judah Cohen and
Franklyn Wang and
Sean Knight and
Maria Geogdzhayeva and
Sam Levang and
Ernest Fraenkel and
Lester Mackey},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {SubseasonalClimateUSA: {A} Dataset for Subseasonal Forecasting and
Benchmarking},
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/18ef499ee57c4822e1e3ea9b9948af18-Abstract-Datasets\_and\_Benchmarks.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/MouatadidOFOCWK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/SharrockMN23,
author = {Louis Sharrock and
Lester Mackey and
Christopher Nemeth},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Learning Rate Free Bayesian Inference in Constrained Domains},
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/cdee6c3eaa2adc285f11da7711a75c12-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/SharrockMN23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ShiM23,
author = {Jiaxin Shi and
Lester Mackey},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {A Finite-Particle Convergence Rate for Stein Variational Gradient
Descent},
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/54e5d7af6250ccab796ad7fe75663ba5-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/ShiM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2301-05974,
author = {Carles Domingo{-}Enrich and
Raaz Dwivedi and
Lester Mackey},
title = {Compress Then Test: Powerful Kernel Testing in Near-linear Time},
journal = {CoRR},
volume = {abs/2301.05974},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2301.05974},
doi = {10.48550/ARXIV.2301.05974},
eprinttype = {arXiv},
eprint = {2301.05974},
timestamp = {Thu, 19 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2301-05974.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-14943,
author = {Louis Sharrock and
Lester Mackey and
Christopher Nemeth},
title = {Learning Rate Free Bayesian Inference in Constrained Domains},
journal = {CoRR},
volume = {abs/2305.14943},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.14943},
doi = {10.48550/ARXIV.2305.14943},
eprinttype = {arXiv},
eprint = {2305.14943},
timestamp = {Tue, 06 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-14943.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-18248,
author = {Ayush Agrawal and
Lester Mackey and
Adam Tauman Kalai},
title = {Do Language Models Know When They're Hallucinating References?},
journal = {CoRR},
volume = {abs/2305.18248},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.18248},
doi = {10.48550/ARXIV.2305.18248},
eprinttype = {arXiv},
eprint = {2305.18248},
timestamp = {Wed, 07 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-18248.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-11839,
author = {Hammaad Adam and
Fan Yin and
Mary Hu and
Neil A. Tenenholtz and
Lorin Crawford and
Lester Mackey and
Allison Koenecke},
title = {Should {I} Stop or Should {I} Go: Early Stopping with Heterogeneous
Populations},
journal = {CoRR},
volume = {abs/2306.11839},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.11839},
doi = {10.48550/ARXIV.2306.11839},
eprinttype = {arXiv},
eprint = {2306.11839},
timestamp = {Fri, 23 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-11839.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-08774,
author = {Lily Xu and
Esther Rolf and
Sara Beery and
Joseph R. Bennett and
Tanya Y. Berger{-}Wolf and
Tanya Birch and
Elizabeth Bondi{-}Kelly and
Justin Brashares and
Melissa S. Chapman and
Anthony Corso and
Andrew Davies and
Nikhil Garg and
Angela Gaylard and
Robert Heilmayr and
Hannah Kerner and
Konstantin Klemmer and
Vipin Kumar and
Lester Mackey and
Claire Monteleoni and
Paul Moorcroft and
Jonathan Palmer and
Andrew Perrault and
David Thau and
Milind Tambe},
title = {Reflections from the Workshop on AI-Assisted Decision Making for Conservation},
journal = {CoRR},
volume = {abs/2307.08774},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2307.08774},
doi = {10.48550/ARXIV.2307.08774},
eprinttype = {arXiv},
eprint = {2307.08774},
timestamp = {Thu, 03 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2307-08774.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-02304,
author = {Eric Zelikman and
Eliana Lorch and
Lester Mackey and
Adam Tauman Kalai},
title = {Self-Taught Optimizer {(STOP):} Recursively Self-Improving Code Generation},
journal = {CoRR},
volume = {abs/2310.02304},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.02304},
doi = {10.48550/ARXIV.2310.02304},
eprinttype = {arXiv},
eprint = {2310.02304},
timestamp = {Thu, 19 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-02304.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-17179,
author = {Konstantin Klemmer and
Esther Rolf and
Caleb Robinson and
Lester Mackey and
Marc Ru{\ss}wurm},
title = {SatCLIP: Global, General-Purpose Location Embeddings with Satellite
Imagery},
journal = {CoRR},
volume = {abs/2311.17179},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.17179},
doi = {10.48550/ARXIV.2311.17179},
eprinttype = {arXiv},
eprint = {2311.17179},
timestamp = {Tue, 05 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-17179.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/DwivediM22,
author = {Raaz Dwivedi and
Lester Mackey},
title = {Generalized Kernel Thinning},
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=IfNu7Dr-3fQ},
timestamp = {Sat, 20 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/DwivediM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/ShettyDM22,
author = {Abhishek Shetty and
Raaz Dwivedi and
Lester Mackey},
title = {Distribution Compression in Near-Linear Time},
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=lzupY5zjaU9},
timestamp = {Sat, 20 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/ShettyDM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/ShiLM22,
author = {Jiaxin Shi and
Chang Liu and
Lester Mackey},
title = {Sampling with Mirrored Stein Operators},
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=eMudnJsb1T5},
timestamp = {Tue, 12 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/ShiLM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BiswasMM22,
author = {Niloy Biswas and
Lester Mackey and
Xiao{-}Li Meng},
editor = {Kamalika Chaudhuri and
Stefanie Jegelka and
Le Song and
Csaba Szepesv{\'{a}}ri and
Gang Niu and
Sivan Sabato},
title = {Scalable Spike-and-Slab},
booktitle = {International Conference on Machine Learning, {ICML} 2022, 17-23 July
2022, Baltimore, Maryland, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {162},
pages = {2021--2040},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v162/biswas22a.html},
timestamp = {Tue, 12 Jul 2022 17:36:52 +0200},
biburl = {https://dblp.org/rec/conf/icml/BiswasMM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ShiZHTM22,
author = {Jiaxin Shi and
Yuhao Zhou and
Jessica Hwang and
Michalis K. Titsias and
Lester Mackey},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {Gradient Estimation with Discrete Stein Operators},
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/a5a5b0ff87c59172a13342d428b1e033-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/ShiZHTM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-09497,
author = {Jiaxin Shi and
Yuhao Zhou and
Jessica Hwang and
Michalis K. Titsias and
Lester Mackey},
title = {Gradient Estimation with Discrete Stein Operators},
journal = {CoRR},
volume = {abs/2202.09497},
year = {2022},
url = {https://arxiv.org/abs/2202.09497},
eprinttype = {arXiv},
eprint = {2202.09497},
timestamp = {Thu, 03 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2202-09497.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2204-01668,
author = {Niloy Biswas and
Lester Mackey and
Xiao{-}Li Meng},
title = {Scalable Spike-and-Slab},
journal = {CoRR},
volume = {abs/2204.01668},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2204.01668},
doi = {10.48550/ARXIV.2204.01668},
eprinttype = {arXiv},
eprint = {2204.01668},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2204-01668.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2209-10666,
author = {Soukayna Mouatadid and
Paulo Orenstein and
Genevieve Flaspohler and
Judah Cohen and
Miruna Oprescu and
Ernest Fraenkel and
Lester Mackey},
title = {Adaptive Bias Correction for Improved Subseasonal Forecasting},
journal = {CoRR},
volume = {abs/2209.10666},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2209.10666},
doi = {10.48550/ARXIV.2209.10666},
eprinttype = {arXiv},
eprint = {2209.10666},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2209-10666.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2209-12835,
author = {Alessandro Barp and
Carl{-}Johann Simon{-}Gabriel and
Mark Girolami and
Lester Mackey},
title = {Targeted Separation and Convergence with Kernel Discrepancies},
journal = {CoRR},
volume = {abs/2209.12835},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2209.12835},
doi = {10.48550/ARXIV.2209.12835},
eprinttype = {arXiv},
eprint = {2209.12835},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2209-12835.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-13630,
author = {David Alvarez{-}Melis and
Nicol{\`{o}} Fusi and
Lester Mackey and
Tal Wagner},
title = {Budget-Constrained Bounds for Mini-Batch Estimation of Optimal Transport},
journal = {CoRR},
volume = {abs/2210.13630},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.13630},
doi = {10.48550/ARXIV.2210.13630},
eprinttype = {arXiv},
eprint = {2210.13630},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-13630.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-05408,
author = {Heishiro Kanagawa and
Arthur Gretton and
Lester Mackey},
title = {Controlling Moments with Kernel Stein Discrepancies},
journal = {CoRR},
volume = {abs/2211.05408},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.05408},
doi = {10.48550/ARXIV.2211.05408},
eprinttype = {arXiv},
eprint = {2211.05408},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-05408.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-09721,
author = {Jiaxin Shi and
Lester Mackey},
title = {A Finite-Particle Convergence Rate for Stein Variational Gradient
Descent},
journal = {CoRR},
volume = {abs/2211.09721},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.09721},
doi = {10.48550/ARXIV.2211.09721},
eprinttype = {arXiv},
eprint = {2211.09721},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-09721.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/DwivediM21,
author = {Raaz Dwivedi and
Lester Mackey},
editor = {Mikhail Belkin and
Samory Kpotufe},
title = {Kernel Thinning},
booktitle = {Conference on Learning Theory, {COLT} 2021, 15-19 August 2021, Boulder,
Colorado, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {134},
pages = {1753},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v134/dwivedi21a.html},
timestamp = {Wed, 25 Aug 2021 17:11:16 +0200},
biburl = {https://dblp.org/rec/conf/colt/DwivediM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/DaoKSM21,
author = {Tri Dao and
Govinda M. Kamath and
Vasilis Syrgkanis and
Lester Mackey},
title = {Knowledge Distillation as Semiparametric Inference},
booktitle = {9th International Conference on Learning Representations, {ICLR} 2021,
Virtual Event, Austria, May 3-7, 2021},
publisher = {OpenReview.net},
year = {2021},
url = {https://openreview.net/forum?id=m4UCf24r0Y},
timestamp = {Wed, 23 Jun 2021 17:36:39 +0200},
biburl = {https://dblp.org/rec/conf/iclr/DaoKSM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/KhodakTMF21,
author = {Mikhail Khodak and
Neil A. Tenenholtz and
Lester Mackey and
Nicol{\`{o}} Fusi},
title = {Initialization and Regularization of Factorized Neural Layers},
booktitle = {9th International Conference on Learning Representations, {ICLR} 2021,
Virtual Event, Austria, May 3-7, 2021},
publisher = {OpenReview.net},
year = {2021},
url = {https://openreview.net/forum?id=KTlJT1nof6d},
timestamp = {Wed, 23 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/KhodakTMF21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/FlaspohlerOCMOO21,
author = {Genevieve Flaspohler and
Francesco Orabona and
Judah Cohen and
Soukayna Mouatadid and
Miruna Oprescu and
Paulo Orenstein and
Lester Mackey},
editor = {Marina Meila and
Tong Zhang},
title = {Online Learning with Optimism and Delay},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {3363--3373},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/flaspohler21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/FlaspohlerOCMOO21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2104-09732,
author = {Tri Dao and
Govinda M. Kamath and
Vasilis Syrgkanis and
Lester Mackey},
title = {Knowledge Distillation as Semiparametric Inference},
journal = {CoRR},
volume = {abs/2104.09732},
year = {2021},
url = {https://arxiv.org/abs/2104.09732},
eprinttype = {arXiv},
eprint = {2104.09732},
timestamp = {Tue, 27 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2104-09732.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2105-01029,
author = {Mikhail Khodak and
Neil A. Tenenholtz and
Lester Mackey and
Nicol{\`{o}} Fusi},
title = {Initialization and Regularization of Factorized Neural Layers},
journal = {CoRR},
volume = {abs/2105.01029},
year = {2021},
url = {https://arxiv.org/abs/2105.01029},
eprinttype = {arXiv},
eprint = {2105.01029},
timestamp = {Wed, 23 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2105-01029.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2105-05842,
author = {Raaz Dwivedi and
Lester Mackey},
title = {Kernel Thinning},
journal = {CoRR},
volume = {abs/2105.05842},
year = {2021},
url = {https://arxiv.org/abs/2105.05842},
eprinttype = {arXiv},
eprint = {2105.05842},
timestamp = {Tue, 18 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2105-05842.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-06885,
author = {Genevieve Flaspohler and
Francesco Orabona and
Judah Cohen and
Soukayna Mouatadid and
Miruna Oprescu and
Paulo Orenstein and
Lester Mackey},
title = {Online Learning with Optimism and Delay},
journal = {CoRR},
volume = {abs/2106.06885},
year = {2021},
url = {https://arxiv.org/abs/2106.06885},
eprinttype = {arXiv},
eprint = {2106.06885},
timestamp = {Tue, 15 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-06885.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-12506,
author = {Jiaxin Shi and
Chang Liu and
Lester Mackey},
title = {Sampling with Mirrored Stein Operators},
journal = {CoRR},
volume = {abs/2106.12506},
year = {2021},
url = {https://arxiv.org/abs/2106.12506},
eprinttype = {arXiv},
eprint = {2106.12506},
timestamp = {Tue, 12 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-12506.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2107-02266,
author = {Koulik Khamaru and
Yash Deshpande and
Lester Mackey and
Martin J. Wainwright},
title = {Near-optimal inference in adaptive linear regression},
journal = {CoRR},
volume = {abs/2107.02266},
year = {2021},
url = {https://arxiv.org/abs/2107.02266},
eprinttype = {arXiv},
eprint = {2107.02266},
timestamp = {Wed, 07 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2107-02266.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2108-11056,
author = {Myra Cheng and
Maria De{-}Arteaga and
Lester Mackey and
Adam Tauman Kalai},
title = {Social Norm Bias: Residual Harms of Fairness-Aware Algorithms},
journal = {CoRR},
volume = {abs/2108.11056},
year = {2021},
url = {https://arxiv.org/abs/2108.11056},
eprinttype = {arXiv},
eprint = {2108.11056},
timestamp = {Fri, 27 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2108-11056.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2109-10399,
author = {Soukayna Mouatadid and
Paulo Orenstein and
Genevieve Flaspohler and
Miruna Oprescu and
Judah Cohen and
Franklyn Wang and
Sean Knight and
Maria Geogdzhayeva and
Sam Levang and
Ernest Fraenkel and
Lester Mackey},
title = {Learned Benchmarks for Subseasonal Forecasting},
journal = {CoRR},
volume = {abs/2109.10399},
year = {2021},
url = {https://arxiv.org/abs/2109.10399},
eprinttype = {arXiv},
eprint = {2109.10399},
timestamp = {Mon, 27 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2109-10399.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-01593,
author = {Raaz Dwivedi and
Lester Mackey},
title = {Generalized Kernel Thinning},
journal = {CoRR},
volume = {abs/2110.01593},
year = {2021},
url = {https://arxiv.org/abs/2110.01593},
eprinttype = {arXiv},
eprint = {2110.01593},
timestamp = {Mon, 25 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-01593.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2111-07941,
author = {Abhishek Shetty and
Raaz Dwivedi and
Lester Mackey},
title = {Distribution Compression in Near-linear Time},
journal = {CoRR},
volume = {abs/2111.07941},
year = {2021},
url = {https://arxiv.org/abs/2111.07941},
eprinttype = {arXiv},
eprint = {2111.07941},
timestamp = {Mon, 22 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2111-07941.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2112-03152,
author = {Niloy Biswas and
Lester Mackey},
title = {Bounding Wasserstein distance with couplings},
journal = {CoRR},
volume = {abs/2112.03152},
year = {2021},
url = {https://arxiv.org/abs/2112.03152},
eprinttype = {arXiv},
eprint = {2112.03152},
timestamp = {Wed, 08 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2112-03152.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/RajMM20,
author = {Anant Raj and
Cameron Musco and
Lester Mackey},
editor = {Silvia Chiappa and
Roberto Calandra},
title = {Importance Sampling via Local Sensitivity},
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 = {3099--3109},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v108/raj20a.html},
timestamp = {Mon, 29 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/RajMM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/WilsonKM20,
author = {Ashia C. Wilson and
Maximilian Kasy and
Lester Mackey},
editor = {Silvia Chiappa and
Roberto Calandra},
title = {Approximate Cross-validation: Guarantees for Model Assessment and
Selection},
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 = {4530--4540},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v108/wilson20a.html},
timestamp = {Mon, 29 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/WilsonKM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/TripuraneniM20,
author = {Nilesh Tripuraneni and
Lester Mackey},
title = {Single Point Transductive Prediction},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {9593--9602},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/tripuraneni20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/TripuraneniM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/BayleBJM20,
author = {Pierre Bayle and
Alexandre Bayle and
Lucas Janson and
Lester Mackey},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {Cross-validation Confidence Intervals for Test Error},
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/bce9abf229ffd7e570818476ee5d7dde-Abstract.html},
timestamp = {Tue, 19 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/BayleBJM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/DikkalaLMS20,
author = {Nishanth Dikkala and
Greg Lewis and
Lester Mackey and
Vasilis Syrgkanis},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {Minimax Estimation of Conditional Moment Models},
booktitle = {Advances in Neural Information Processing Systems 33: Annual Conference
on Neural Information Processing Systems 2020, NeurIPS 2020, December
6-12, 2020, virtual},
year = {2020},
url = {https://proceedings.neurips.cc/paper/2020/hash/8fcd9e5482a62a5fa130468f4cf641ef-Abstract.html},
timestamp = {Tue, 19 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/DikkalaLMS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/GorhamRM20,
author = {Jackson Gorham and
Anant Raj and
Lester Mackey},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {Stochastic Stein Discrepancies},
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/d03a857a23b5285736c4d55e0bb067c8-Abstract.html},
timestamp = {Tue, 19 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/GorhamRM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2003-00617,
author = {Ashia C. Wilson and
Maximilian Kasy and
Lester Mackey},
title = {Approximate Cross-validation: Guarantees for Model Assessment and
Selection},
journal = {CoRR},
volume = {abs/2003.00617},
year = {2020},
url = {https://arxiv.org/abs/2003.00617},
eprinttype = {arXiv},
eprint = {2003.00617},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2003-00617.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2003-09465,
author = {Diana Cai and
Rishit Sheth and
Lester Mackey and
Nicol{\'{o}} Fusi},
title = {Weighted Meta-Learning},
journal = {CoRR},
volume = {abs/2003.09465},
year = {2020},
url = {https://arxiv.org/abs/2003.09465},
eprinttype = {arXiv},
eprint = {2003.09465},
timestamp = {Tue, 24 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2003-09465.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-07201,
author = {Nishanth Dikkala and
Greg Lewis and
Lester Mackey and
Vasilis Syrgkanis},
title = {Minimax Estimation of Conditional Moment Models},
journal = {CoRR},
volume = {abs/2006.07201},
year = {2020},
url = {https://arxiv.org/abs/2006.07201},
eprinttype = {arXiv},
eprint = {2006.07201},
timestamp = {Wed, 17 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-07201.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-09268,
author = {Carl{-}Johann Simon{-}Gabriel and
Alessandro Barp and
Lester Mackey},
title = {Metrizing Weak Convergence with Maximum Mean Discrepancies},
journal = {CoRR},
volume = {abs/2006.09268},
year = {2020},
url = {https://arxiv.org/abs/2006.09268},
eprinttype = {arXiv},
eprint = {2006.09268},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-09268.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-02857,
author = {Jackson Gorham and
Anant Raj and
Lester Mackey},
title = {Stochastic Stein Discrepancies},
journal = {CoRR},
volume = {abs/2007.02857},
year = {2020},
url = {https://arxiv.org/abs/2007.02857},
eprinttype = {arXiv},
eprint = {2007.02857},
timestamp = {Wed, 22 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2007-02857.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-12671,
author = {Pierre Bayle and
Alexandre Bayle and
Lucas Janson and
Lester Mackey},
title = {Cross-validation Confidence Intervals for Test Error},
journal = {CoRR},
volume = {abs/2007.12671},
year = {2020},
url = {https://arxiv.org/abs/2007.12671},
eprinttype = {arXiv},
eprint = {2007.12671},
timestamp = {Wed, 29 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2007-12671.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-10218,
author = {Anant Raj and
Cameron Musco and
Lester Mackey and
Nicol{\'{o}} Fusi},
title = {Model-specific Data Subsampling with Influence Functions},
journal = {CoRR},
volume = {abs/2010.10218},
year = {2020},
url = {https://arxiv.org/abs/2010.10218},
eprinttype = {arXiv},
eprint = {2010.10218},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-10218.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ChenBBGGMO19,
author = {Wilson Ye Chen and
Alessandro Barp and
Fran{\c{c}}ois{-}Xavier Briol and
Jackson Gorham and
Mark A. Girolami and
Lester W. Mackey and
Chris J. Oates},
editor = {Kamalika Chaudhuri and
Ruslan Salakhutdinov},
title = {Stein Point Markov Chain Monte Carlo},
booktitle = {Proceedings of the 36th International Conference on Machine Learning,
{ICML} 2019, 9-15 June 2019, Long Beach, California, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {97},
pages = {1011--1021},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v97/chen19b.html},
timestamp = {Tue, 11 Jun 2019 15:37:38 +0200},
biburl = {https://dblp.org/rec/conf/icml/ChenBBGGMO19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/HwangOCPM19,
author = {Jessica Hwang and
Paulo Orenstein and
Judah Cohen and
Karl Pfeiffer and
Lester Mackey},
editor = {Ankur Teredesai and
Vipin Kumar and
Ying Li and
R{\'{o}}mer Rosales and
Evimaria Terzi and
George Karypis},
title = {Improving Subseasonal Forecasting in the Western {U.S.} with Machine
Learning},
booktitle = {Proceedings of the 25th {ACM} {SIGKDD} International Conference on
Knowledge Discovery {\&} Data Mining, {KDD} 2019, Anchorage, AK,
USA, August 4-8, 2019},
pages = {2325--2335},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3292500.3330674},
doi = {10.1145/3292500.3330674},
timestamp = {Sat, 21 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/HwangOCPM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LiWM19,
author = {Xuechen Li and
Yi Wu and
Lester Mackey},
editor = {Hanna M. Wallach and
Hugo Larochelle and
Alina Beygelzimer and
Florence d'Alch{\'{e}}{-}Buc and
Emily B. Fox and
Roman Garnett},
title = {Stochastic Runge-Kutta Accelerates Langevin Monte Carlo and Beyond},
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 = {7746--7758},
year = {2019},
url = {https://proceedings.neurips.cc/paper/2019/hash/7d265aa7147bd3913fb84c7963a209d1-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/LiWM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/BarpBDGM19,
author = {Alessandro Barp and
Fran{\c{c}}ois{-}Xavier Briol and
Andrew B. Duncan and
Mark A. Girolami and
Lester W. Mackey},
editor = {Hanna M. Wallach and
Hugo Larochelle and
Alina Beygelzimer and
Florence d'Alch{\'{e}}{-}Buc and
Emily B. Fox and
Roman Garnett},
title = {Minimum Stein Discrepancy Estimators},
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 = {12964--12976},
year = {2019},
url = {https://proceedings.neurips.cc/paper/2019/hash/ba7609ee5789cc4dff171045a693a65f-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/BarpBDGM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/WilsonMW19,
author = {Ashia C. Wilson and
Lester Mackey and
Andre Wibisono},
editor = {Hanna M. Wallach and
Hugo Larochelle and
Alina Beygelzimer and
Florence d'Alch{\'{e}}{-}Buc and
Emily B. Fox and
Roman Garnett},
title = {Accelerating Rescaled Gradient Descent: Fast Optimization of Smooth
Functions},
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 = {13533--13543},
year = {2019},
url = {https://proceedings.neurips.cc/paper/2019/hash/7a2b33c672ce223b2aa5789171ddde2f-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/WilsonMW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-07868,
author = {Xuechen Li and
Denny Wu and
Lester Mackey and
Murat A. Erdogdu},
title = {Stochastic Runge-Kutta Accelerates Langevin Monte Carlo and Beyond},
journal = {CoRR},
volume = {abs/1906.07868},
year = {2019},
url = {http://arxiv.org/abs/1906.07868},
eprinttype = {arXiv},
eprint = {1906.07868},
timestamp = {Mon, 24 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1906-07868.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-08283,
author = {Alessandro Barp and
Fran{\c{c}}ois{-}Xavier Briol and
Andrew B. Duncan and
Mark A. Girolami and
Lester W. Mackey},
title = {Minimum Stein Discrepancy Estimators},
journal = {CoRR},
volume = {abs/1906.08283},
year = {2019},
url = {http://arxiv.org/abs/1906.08283},
eprinttype = {arXiv},
eprint = {1906.08283},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1906-08283.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1907-00586,
author = {Heishiro Kanagawa and
Wittawat Jitkrittum and
Lester Mackey and
Kenji Fukumizu and
Arthur Gretton},
title = {A Kernel Stein Test for Comparing Latent Variable Models},
journal = {CoRR},
volume = {abs/1907.00586},
year = {2019},
url = {http://arxiv.org/abs/1907.00586},
eprinttype = {arXiv},
eprint = {1907.00586},
timestamp = {Mon, 08 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1907-00586.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1908-02341,
author = {Nilesh Tripuraneni and
Lester Mackey},
title = {Debiasing Linear Prediction},
journal = {CoRR},
volume = {abs/1908.02341},
year = {2019},
url = {http://arxiv.org/abs/1908.02341},
eprinttype = {arXiv},
eprint = {1908.02341},
timestamp = {Fri, 09 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1908-02341.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1911-01575,
author = {Anant Raj and
Cameron Musco and
Lester Mackey},
title = {Importance Sampling via Local Sensitivity},
journal = {CoRR},
volume = {abs/1911.01575},
year = {2019},
url = {http://arxiv.org/abs/1911.01575},
eprinttype = {arXiv},
eprint = {1911.01575},
timestamp = {Mon, 11 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1911-01575.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ChenMGBO18,
author = {Wilson Ye Chen and
Lester W. Mackey and
Jackson Gorham and
Fran{\c{c}}ois{-}Xavier Briol and
Chris J. Oates},
editor = {Jennifer G. Dy and
Andreas Krause},
title = {Stein Points},
booktitle = {Proceedings of the 35th International Conference on Machine Learning,
{ICML} 2018, Stockholmsm{\"{a}}ssan, Stockholm, Sweden, July
10-15, 2018},
series = {Proceedings of Machine Learning Research},
volume = {80},
pages = {843--852},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v80/chen18f.html},
timestamp = {Wed, 03 Apr 2019 18:17:30 +0200},
biburl = {https://dblp.org/rec/conf/icml/ChenMGBO18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/DeshpandeMST18,
author = {Yash Deshpande and
Lester W. Mackey and
Vasilis Syrgkanis and
Matt Taddy},
editor = {Jennifer G. Dy and
Andreas Krause},
title = {Accurate Inference for Adaptive Linear Models},
booktitle = {Proceedings of the 35th International Conference on Machine Learning,
{ICML} 2018, Stockholmsm{\"{a}}ssan, Stockholm, Sweden, July
10-15, 2018},
series = {Proceedings of Machine Learning Research},
volume = {80},
pages = {1202--1211},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v80/deshpande18a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/DeshpandeMST18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ZadikMS18,
author = {Ilias Zadik and
Lester W. Mackey and
Vasilis Syrgkanis},
editor = {Jennifer G. Dy and
Andreas Krause},
title = {Orthogonal Machine Learning: Power and Limitations},
booktitle = {Proceedings of the 35th International Conference on Machine Learning,
{ICML} 2018, Stockholmsm{\"{a}}ssan, Stockholm, Sweden, July
10-15, 2018},
series = {Proceedings of Machine Learning Research},
volume = {80},
pages = {5723--5731},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v80/zadik18a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ZadikMS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/micad/WuPHDLZSMP18,
author = {Jimmy Wu and
Diondra Peck and
Scott Hsieh and
Vandana Dialani and
Constance D. Lehman and
Bolei Zhou and
Vasilis Syrgkanis and
Lester W. Mackey and
Genevieve Patterson},
editor = {Nicholas A. Petrick and
Kensaku Mori},
title = {Expert identification of visual primitives used by CNNs during mammogram
classification},
booktitle = {Medical Imaging 2018: Computer-Aided Diagnosis, Houston, Texas, USA,
10-15 February 2018},
series = {{SPIE} Proceedings},
volume = {10575},
pages = {105752T},
publisher = {{SPIE}},
year = {2018},
url = {https://doi.org/10.1117/12.2293890},
doi = {10.1117/12.2293890},
timestamp = {Sat, 21 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/micad/WuPHDLZSMP18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/HugginsM18,
author = {Jonathan H. Huggins and
Lester Mackey},
editor = {Samy Bengio and
Hanna M. Wallach and
Hugo Larochelle and
Kristen Grauman and
Nicol{\`{o}} Cesa{-}Bianchi and
Roman Garnett},
title = {Random Feature Stein Discrepancies},
booktitle = {Advances in Neural Information Processing Systems 31: Annual Conference
on Neural Information Processing Systems 2018, NeurIPS 2018, December
3-8, 2018, Montr{\'{e}}al, Canada},
pages = {1903--1913},
year = {2018},
url = {https://proceedings.neurips.cc/paper/2018/hash/0f840be9b8db4d3fbd5ba2ce59211f55-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/HugginsM18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ErdogduMS18,
author = {Murat A. Erdogdu and
Lester Mackey and
Ohad Shamir},
editor = {Samy Bengio and
Hanna M. Wallach and
Hugo Larochelle and
Kristen Grauman and
Nicol{\`{o}} Cesa{-}Bianchi and
Roman Garnett},
title = {Global Non-convex Optimization with Discretized Diffusions},
booktitle = {Advances in Neural Information Processing Systems 31: Annual Conference
on Neural Information Processing Systems 2018, NeurIPS 2018, December
3-8, 2018, Montr{\'{e}}al, Canada},
pages = {9694--9703},
year = {2018},
url = {https://proceedings.neurips.cc/paper/2018/hash/3ffebb08d23c609875d7177ee769a3e9-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/ErdogduMS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1803-04858,
author = {Jimmy Wu and
Diondra Peck and
Scott Hsieh and
Vandana Dialani and
Constance D. Lehman and
Bolei Zhou and
Vasilis Syrgkanis and
Lester W. Mackey and
Genevieve Patterson},
title = {Expert identification of visual primitives used by CNNs during mammogram
classification},
journal = {CoRR},
volume = {abs/1803.04858},
year = {2018},
url = {http://arxiv.org/abs/1803.04858},
eprinttype = {arXiv},
eprint = {1803.04858},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1803-04858.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1803-10161,
author = {Wilson Ye Chen and
Lester W. Mackey and
Jackson Gorham and
Fran{\c{c}}ois{-}Xavier Briol and
Chris J. Oates},
title = {Stein Points},
journal = {CoRR},
volume = {abs/1803.10161},
year = {2018},
url = {http://arxiv.org/abs/1803.10161},
eprinttype = {arXiv},
eprint = {1803.10161},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1803-10161.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1805-12323,
author = {Jimmy Wu and
Bolei Zhou and
Diondra Peck and
Scott Hsieh and
Vandana Dialani and
Lester W. Mackey and
Genevieve Patterson},
title = {DeepMiner: Discovering Interpretable Representations for Mammogram
Classification and Explanation},
journal = {CoRR},
volume = {abs/1805.12323},
year = {2018},
url = {http://arxiv.org/abs/1805.12323},
eprinttype = {arXiv},
eprint = {1805.12323},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1805-12323.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1806-07788,
author = {Jonathan H. Huggins and
Lester Mackey},
title = {Random Feature Stein Discrepancies},
journal = {CoRR},
volume = {abs/1806.07788},
year = {2018},
url = {http://arxiv.org/abs/1806.07788},
eprinttype = {arXiv},
eprint = {1806.07788},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1806-07788.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1809-07394,
author = {Jessica Hwang and
Paulo Orenstein and
Karl Pfeiffer and
Judah Cohen and
Lester Mackey},
title = {Improving Subseasonal Forecasting in the Western {U.S.} with Machine
Learning},
journal = {CoRR},
volume = {abs/1809.07394},
year = {2018},
url = {http://arxiv.org/abs/1809.07394},
eprinttype = {arXiv},
eprint = {1809.07394},
timestamp = {Fri, 05 Oct 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1809-07394.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1810-12361,
author = {Murat A. Erdogdu and
Lester Mackey and
Ohad Shamir},
title = {Global Non-convex Optimization with Discretized Diffusions},
journal = {CoRR},
volume = {abs/1810.12361},
year = {2018},
url = {http://arxiv.org/abs/1810.12361},
eprinttype = {arXiv},
eprint = {1810.12361},
timestamp = {Thu, 08 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1810-12361.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1812-02271,
author = {Ruishan Liu and
Nicol{\'{o}} Fusi and
Lester Mackey},
title = {Model Compression with Generative Adversarial Networks},
journal = {CoRR},
volume = {abs/1812.02271},
year = {2018},
url = {http://arxiv.org/abs/1812.02271},
eprinttype = {arXiv},
eprint = {1812.02271},
timestamp = {Tue, 01 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1812-02271.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jamia/ChenGAMA17,
author = {Jonathan H. Chen and
Mary K. Goldstein and
Steven M. Asch and
Lester W. Mackey and
Russ B. Altman},
title = {Predicting inpatient clinical order patterns with probabilistic topic
models vs conventional order sets},
journal = {J. Am. Medical Informatics Assoc.},
volume = {24},
number = {3},
pages = {472--480},
year = {2017},
url = {https://doi.org/10.1093/jamia/ocw136},
doi = {10.1093/JAMIA/OCW136},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jamia/ChenGAMA17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GorhamM17,
author = {Jackson Gorham and
Lester W. Mackey},
editor = {Doina Precup and
Yee Whye Teh},
title = {Measuring Sample Quality with Kernels},
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 = {1292--1301},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/gorham17a.html},
timestamp = {Wed, 29 May 2019 08:41:45 +0200},
biburl = {https://dblp.org/rec/conf/icml/GorhamM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MitliagkasM17,
author = {Ioannis Mitliagkas and
Lester W. Mackey},
editor = {Doina Precup and
Yee Whye Teh},
title = {Improving Gibbs Sampler Scan Quality with DoGS},
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 = {2469--2477},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/mitliagkas17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/MitliagkasM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/GorhamM17,
author = {Jackson Gorham and
Lester W. Mackey},
title = {Measuring Sample Quality with Kernels},
journal = {CoRR},
volume = {abs/1703.01717},
year = {2017},
url = {http://arxiv.org/abs/1703.01717},
eprinttype = {arXiv},
eprint = {1703.01717},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/GorhamM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/MitliagkasM17,
author = {Ioannis Mitliagkas and
Lester W. Mackey},
title = {Improving Gibbs Sampler Scan Quality with DoGS},
journal = {CoRR},
volume = {abs/1707.05807},
year = {2017},
url = {http://arxiv.org/abs/1707.05807},
eprinttype = {arXiv},
eprint = {1707.05807},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/MitliagkasM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1711-00342,
author = {Lester W. Mackey and
Vasilis Syrgkanis and
Ilias Zadik},
title = {Orthogonal Machine Learning: Power and Limitations},
journal = {CoRR},
volume = {abs/1711.00342},
year = {2017},
url = {http://arxiv.org/abs/1711.00342},
eprinttype = {arXiv},
eprint = {1711.00342},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1711-00342.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1712-06695,
author = {Yash Deshpande and
Lester W. Mackey and
Vasilis Syrgkanis and
Matt Taddy},
title = {Accurate Inference for Adaptive Linear Models},
journal = {CoRR},
volume = {abs/1712.06695},
year = {2017},
url = {http://arxiv.org/abs/1712.06695},
eprinttype = {arXiv},
eprint = {1712.06695},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1712-06695.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cri/ChenGAMA16,
author = {Jonathan H. Chen and
Mary K. Goldstein and
Steven M. Asch and
Lester W. Mackey and
Russ B. Altman},
title = {Automated Organization of Electronic Health Record Data by Probabilistic
Topic Modeling to Inform Clinical Decision Making},
booktitle = {Summit on Clinical Research Informatics, {CRI} 2016, San Francisco,
CA, USA, March 21-24, 2016},
publisher = {{AMIA}},
year = {2016},
url = {http://knowledge.amia.org/amia-59309-cri2016-1.3011827/t004-1.3012641/f004-1.3012642/a064-1.3012817/a066-1.3012812},
timestamp = {Wed, 20 Jun 2018 17:09:02 +0200},
biburl = {https://dblp.org/rec/conf/cri/ChenGAMA16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/GorhamDVM16,
author = {Jack Gorham and
Andrew B. Duncan and
Sebastian J. Vollmer and
Lester W. Mackey},
title = {Measuring Sample Quality with Diffusions},
journal = {CoRR},
volume = {abs/1611.06972},
year = {2016},
url = {http://arxiv.org/abs/1611.06972},
eprinttype = {arXiv},
eprint = {1611.06972},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/GorhamDVM16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/MackeyTJ15,
author = {Lester W. Mackey and
Ameet Talwalkar and
Michael I. Jordan},
title = {Distributed matrix completion and robust factorization},
journal = {J. Mach. Learn. Res.},
volume = {16},
pages = {913--960},
year = {2015},
url = {https://dl.acm.org/doi/10.5555/2789272.2831142},
doi = {10.5555/2789272.2831142},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/MackeyTJ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/BroderickMPJ15,
author = {Tamara Broderick and
Lester W. Mackey and
John W. Paisley and
Michael I. Jordan},
title = {Combinatorial Clustering and the Beta Negative Binomial Process},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {37},
number = {2},
pages = {290--306},
year = {2015},
url = {https://doi.org/10.1109/TPAMI.2014.2318721},
doi = {10.1109/TPAMI.2014.2318721},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pami/BroderickMPJ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/GorhamM15,
author = {Jackson Gorham and
Lester W. Mackey},
editor = {Corinna Cortes and
Neil D. Lawrence and
Daniel D. Lee and
Masashi Sugiyama and
Roman Garnett},
title = {Measuring Sample Quality with Stein's Method},
booktitle = {Advances in Neural Information Processing Systems 28: Annual Conference
on Neural Information Processing Systems 2015, December 7-12, 2015,
Montreal, Quebec, Canada},
pages = {226--234},
year = {2015},
url = {https://proceedings.neurips.cc/paper/2015/hash/698d51a19d8a121ce581499d7b701668-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/GorhamM15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/GorhamM15,
author = {Jackson Gorham and
Lester W. Mackey},
title = {Measuring Sample Quality with Stein's Method},
journal = {CoRR},
volume = {abs/1506.03039},
year = {2015},
url = {http://arxiv.org/abs/1506.03039},
eprinttype = {arXiv},
eprint = {1506.03039},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/GorhamM15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tist/GongTMHSSSS14,
author = {Neil Zhenqiang Gong and
Ameet Talwalkar and
Lester W. Mackey and
Ling Huang and
Eui Chul Richard Shin and
Emil Stefanov and
Elaine Shi and
Dawn Song},
title = {Joint Link Prediction and Attribute Inference Using a Social-Attribute
Network},
journal = {{ACM} Trans. Intell. Syst. Technol.},
volume = {5},
number = {2},
pages = {27:1--27:20},
year = {2014},
url = {https://doi.org/10.1145/2594455},
doi = {10.1145/2594455},
timestamp = {Sun, 22 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tist/GongTMHSSSS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tit/FoygelM14,
author = {Rina Foygel and
Lester W. Mackey},
title = {Corrupted Sensing: Novel Guarantees for Separating Structured Signals},
journal = {{IEEE} Trans. Inf. Theory},
volume = {60},
number = {2},
pages = {1223--1247},
year = {2014},
url = {https://doi.org/10.1109/TIT.2013.2293654},
doi = {10.1109/TIT.2013.2293654},
timestamp = {Sun, 22 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tit/FoygelM14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/MackeyBM14,
author = {Lester W. Mackey and
Jordan Bryan and
Man Yue Mo},
title = {Weighted Classification Cascades for Optimizing Discovery Significance
in the HiggsML Challenge},
booktitle = {Workshop on High-energy Physics and Machine Learning, {HEPML} 2014,
held at {NIPS} 2014, Montreal, Quebec, Canada, December 8-13, 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {42},
pages = {129--134},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v42/mack14.html},
timestamp = {Wed, 29 May 2019 08:41:44 +0200},
biburl = {https://dblp.org/rec/conf/nips/MackeyBM14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/crc/MackeyWJ14,
author = {Lester W. Mackey and
David J. Weiss and
Michael I. Jordan},
editor = {Edoardo M. Airoldi and
David M. Blei and
Elena A. Erosheva and
Stephen E. Fienberg},
title = {Mixed Membership Matrix Factorization},
booktitle = {Handbook of Mixed Membership Models and Their Applications},
pages = {351--367},
publisher = {Chapman and Hall/CRC},
year = {2014},
url = {http://www.crcnetbase.com/doi/abs/10.1201/b17520-22},
doi = {10.1201/B17520-22},
timestamp = {Wed, 12 Jul 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/reference/crc/MackeyWJ14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/MackeyB14,
author = {Lester W. Mackey and
Jordan Bryan},
title = {Weighted Classification Cascades for Optimizing Discovery Significance
in the HiggsML Challenge},
journal = {CoRR},
volume = {abs/1409.2655},
year = {2014},
url = {http://arxiv.org/abs/1409.2655},
eprinttype = {arXiv},
eprint = {1409.2655},
timestamp = {Sat, 23 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/MackeyB14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccv/TalwalkarMMCJ13,
author = {Ameet Talwalkar and
Lester W. Mackey and
Yadong Mu and
Shih{-}Fu Chang and
Michael I. Jordan},
title = {Distributed Low-Rank Subspace Segmentation},
booktitle = {{IEEE} International Conference on Computer Vision, {ICCV} 2013, Sydney,
Australia, December 1-8, 2013},
pages = {3543--3550},
publisher = {{IEEE} Computer Society},
year = {2013},
url = {https://doi.org/10.1109/ICCV.2013.440},
doi = {10.1109/ICCV.2013.440},
timestamp = {Sat, 21 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iccv/TalwalkarMMCJ13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1304-5583,
author = {Ameet Talwalkar and
Lester W. Mackey and
Yadong Mu and
Shih{-}Fu Chang and
Michael I. Jordan},
title = {Divide-and-Conquer Subspace Segmentation},
journal = {CoRR},
volume = {abs/1304.5583},
year = {2013},
url = {http://arxiv.org/abs/1304.5583},
eprinttype = {arXiv},
eprint = {1304.5583},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1304-5583.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1305-2524,
author = {Rina Foygel and
Lester W. Mackey},
title = {Corrupted Sensing: Novel Guarantees for Separating Structured Signals},
journal = {CoRR},
volume = {abs/1305.2524},
year = {2013},
url = {http://arxiv.org/abs/1305.2524},
eprinttype = {arXiv},
eprint = {1305.2524},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1305-2524.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/us/Mackey12,
author = {Lester Mackey},
title = {Matrix Factorization and Matrix Concentration},
school = {University of California, Berkeley, {USA}},
year = {2012},
url = {https://www.escholarship.org/uc/item/08q2q9vw},
timestamp = {Wed, 22 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/phd/us/Mackey12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1204-1688,
author = {John C. Duchi and
Lester W. Mackey and
Michael I. Jordan},
title = {The Asymptotics of Ranking Algorithms},
journal = {CoRR},
volume = {abs/1204.1688},
year = {2012},
url = {http://arxiv.org/abs/1204.1688},
eprinttype = {arXiv},
eprint = {1204.1688},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1204-1688.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bibm/HuangMKWJKBH11,
author = {Min{-}Yu Huang and
Lester W. Mackey and
Soile V. E. Ker{\"{a}}nen and
Gunther H. Weber and
Michael I. Jordan and
David W. Knowles and
Mark D. Biggin and
Bernd Hamann},
editor = {Fang{-}Xiang Wu and
Mohammed Javeed Zaki and
Shinichi Morishita and
Yi Pan and
Stephen Wong and
Anastasia Christianson and
Xiaohua Hu},
title = {Visually Relating Gene Expression and in vivo {DNA} Binding Data},
booktitle = {{IEEE} International Conference on Bioinformatics and Biomedicine,
{BIBM} 2011, Atlanta, GA, USA, November 12-15, , 2011},
pages = {586--589},
publisher = {{IEEE} Computer Society},
year = {2011},
url = {https://doi.org/10.1109/BIBM.2011.85},
doi = {10.1109/BIBM.2011.85},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bibm/HuangMKWJKBH11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/MackeyTJ11,
author = {Lester W. Mackey and
Ameet Talwalkar and
Michael I. Jordan},
editor = {John Shawe{-}Taylor and
Richard S. Zemel and
Peter L. Bartlett and
Fernando C. N. Pereira and
Kilian Q. Weinberger},
title = {Divide-and-Conquer Matrix Factorization},
booktitle = {Advances in Neural Information Processing Systems 24: 25th Annual
Conference on Neural Information Processing Systems 2011. Proceedings
of a meeting held 12-14 December 2011, Granada, Spain},
pages = {1134--1142},
year = {2011},
url = {https://proceedings.neurips.cc/paper/2011/hash/5c04925674920eb58467fb52ce4ef728-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/MackeyTJ11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1107-0789,
author = {Lester W. Mackey and
Ameet Talwalkar and
Michael I. Jordan},
title = {Divide-and-Conquer Matrix Factorization},
journal = {CoRR},
volume = {abs/1107.0789},
year = {2011},
url = {http://arxiv.org/abs/1107.0789},
eprinttype = {arXiv},
eprint = {1107.0789},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1107-0789.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1112-3265,
author = {Neil Zhenqiang Gong and
Ameet Talwalkar and
Lester W. Mackey and
Ling Huang and
Eui Chul Richard Shin and
Emil Stefanov and
Elaine Shi and
Dawn Song},
title = {Predicting Links and Inferring Attributes using a Social-Attribute
Network {(SAN)}},
journal = {CoRR},
volume = {abs/1112.3265},
year = {2011},
url = {http://arxiv.org/abs/1112.3265},
eprinttype = {arXiv},
eprint = {1112.3265},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1112-3265.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/DuchiMJ10,
author = {John C. Duchi and
Lester W. Mackey and
Michael I. Jordan},
editor = {Johannes F{\"{u}}rnkranz and
Thorsten Joachims},
title = {On the Consistency of Ranking Algorithms},
booktitle = {Proceedings of the 27th International Conference on Machine Learning
(ICML-10), June 21-24, 2010, Haifa, Israel},
pages = {327--334},
publisher = {Omnipress},
year = {2010},
url = {https://icml.cc/Conferences/2010/papers/421.pdf},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/DuchiMJ10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MackeyWJ10,
author = {Lester W. Mackey and
David J. Weiss and
Michael I. Jordan},
editor = {Johannes F{\"{u}}rnkranz and
Thorsten Joachims},
title = {Mixed Membership Matrix Factorization},
booktitle = {Proceedings of the 27th International Conference on Machine Learning
(ICML-10), June 21-24, 2010, Haifa, Israel},
pages = {711--718},
publisher = {Omnipress},
year = {2010},
url = {https://icml.cc/Conferences/2010/papers/553.pdf},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/MackeyWJ10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-0911-0460,
author = {Joseph Sill and
G{\'{a}}bor Tak{\'{a}}cs and
Lester W. Mackey and
David Lin},
title = {Feature-Weighted Linear Stacking},
journal = {CoRR},
volume = {abs/0911.0460},
year = {2009},
url = {http://arxiv.org/abs/0911.0460},
eprinttype = {arXiv},
eprint = {0911.0460},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-0911-0460.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/Mackey08,
author = {Lester W. Mackey},
editor = {Daphne Koller and
Dale Schuurmans and
Yoshua Bengio and
L{\'{e}}on Bottou},
title = {Deflation Methods for Sparse {PCA}},
booktitle = {Advances in Neural Information Processing Systems 21, Proceedings
of the Twenty-Second Annual Conference on Neural Information Processing
Systems, Vancouver, British Columbia, Canada, December 8-11, 2008},
pages = {1017--1024},
publisher = {Curran Associates, Inc.},
year = {2008},
url = {https://proceedings.neurips.cc/paper/2008/hash/85d8ce590ad8981ca2c8286f79f59954-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/Mackey08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pldi/PerryMRLAW07,
author = {Frances Perry and
Lester W. Mackey and
George A. Reis and
Jay Ligatti and
David I. August and
David Walker},
editor = {Jeanne Ferrante and
Kathryn S. McKinley},
title = {Fault-tolerant typed assembly language},
booktitle = {Proceedings of the {ACM} {SIGPLAN} 2007 Conference on Programming
Language Design and Implementation, San Diego, California, USA, June
10-13, 2007},
pages = {42--53},
publisher = {{ACM}},
year = {2007},
url = {https://doi.org/10.1145/1250734.1250741},
doi = {10.1145/1250734.1250741},
timestamp = {Tue, 09 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pldi/PerryMRLAW07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/chi/Boyd-GraberNMKLMTK06,
author = {Jordan L. Boyd{-}Graber and
Sonya S. Nikolova and
Karyn Moffatt and
Kenrick C. Kin and
Joshua Y. Lee and
Lester W. Mackey and
Marilyn Tremaine and
Maria M. Klawe},
editor = {Rebecca E. Grinter and
Tom Rodden and
Paul M. Aoki and
Edward Cutrell and
Robin Jeffries and
Gary M. Olson},
title = {Participatory design with proxies: developing a desktop-PDA system
to support people with aphasia},
booktitle = {Proceedings of the 2006 Conference on Human Factors in Computing Systems,
{CHI} 2006, Montr{\'{e}}al, Qu{\'{e}}bec, Canada, April
22-27, 2006},
pages = {151--160},
publisher = {{ACM}},
year = {2006},
url = {https://doi.org/10.1145/1124772.1124797},
doi = {10.1145/1124772.1124797},
timestamp = {Sat, 21 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/chi/Boyd-GraberNMKLMTK06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icfp/WalkerMLRA06,
author = {David Walker and
Lester W. Mackey and
Jay Ligatti and
George A. Reis and
David I. August},
editor = {John H. Reppy and
Julia Lawall},
title = {Static typing for a faulty lambda calculus},
booktitle = {Proceedings of the 11th {ACM} {SIGPLAN} International Conference on
Functional Programming, {ICFP} 2006, Portland, Oregon, USA, September
16-21, 2006},
pages = {38--49},
publisher = {{ACM}},
year = {2006},
url = {https://doi.org/10.1145/1159803.1159809},
doi = {10.1145/1159803.1159809},
timestamp = {Tue, 09 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icfp/WalkerMLRA06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
a service of 
manage site settings
To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.
last updated on 2024-04-25 02:43 CEST by the dblp team
all metadata released as open data under CC0 1.0 license
see also: Terms of Use | Privacy Policy | Imprint
dblp was originally created in 1993 at:
since 2018, dblp has been operated and maintained by:
the dblp computer science bibliography is funded and supported by:
