Stop the war!Остановите войну!
for scientists:
default search action
Google
Google Scholar
Semantic Scholar
Internet Archive Scholar
CiteSeerX
ORCIDBibTeX records: Zachary C. Lipton
@article{DBLP:journals/queue/KaushikLL24,
author = {Divyansh Kaushik and
Zachary C. Lipton and
Alex John London},
title = {Resolving the Human-subjects Status of Machine Learning's Crowdworkers:
What ethical framework should govern the interaction of {ML} researchers
and crowdworkers?},
journal = {{ACM} Queue},
volume = {21},
number = {6},
pages = {101--127},
year = {2024},
url = {https://doi.org/10.1145/3639452},
doi = {10.1145/3639452},
timestamp = {Fri, 09 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/queue/KaushikLL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/case-ws/FellmanTL24,
author = {Evan Fellman and
Jacob Tyo and
Zachary C. Lipton},
editor = {Ali H{\"{u}}rriyetoglu and
Hristo Tanev and
Surendrabikram Thapa and
G{\"{o}}k{\c{c}}e Uludogan},
title = {The Future of Web Data Mining: Insights from Multimodal and Code-based
Extraction Methods},
booktitle = {Proceedings of the 7th Workshop on Challenges and Applications of
Automated Extraction of Socio-political Events from Text, {CASE} 2024,
St. Julians, Malta, March 22, 2024},
pages = {1--5},
publisher = {Association for Computational Linguistics},
year = {2024},
url = {https://aclanthology.org/2024.case-1.1},
timestamp = {Tue, 02 Apr 2024 16:32:10 +0200},
biburl = {https://dblp.org/rec/conf/case-ws/FellmanTL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eacl/RamprasadKLW24,
author = {Sanjana Ramprasad and
Kundan Krishna and
Zachary C. Lipton and
Byron C. Wallace},
editor = {Yvette Graham and
Matthew Purver},
title = {Evaluating the Factuality of Zero-shot Summarizers Across Varied Domains},
booktitle = {Proceedings of the 18th Conference of the European Chapter of the
Association for Computational Linguistics, {EACL} 2024 - Volume 2:
Short Papers, St. Julian's, Malta, March 17-22, 2024},
pages = {50--59},
publisher = {Association for Computational Linguistics},
year = {2024},
url = {https://aclanthology.org/2024.eacl-short.7},
timestamp = {Tue, 02 Apr 2024 16:32:10 +0200},
biburl = {https://dblp.org/rec/conf/eacl/RamprasadKLW24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eacl/HsiaPSL24,
author = {Jennifer Hsia and
Danish Pruthi and
Aarti Singh and
Zachary C. Lipton},
editor = {Yvette Graham and
Matthew Purver},
title = {Goodhart's Law Applies to NLP's Explanation Benchmarks},
booktitle = {Findings of the Association for Computational Linguistics: {EACL}
2024, St. Julian's, Malta, March 17-22, 2024},
pages = {1322--1335},
publisher = {Association for Computational Linguistics},
year = {2024},
url = {https://aclanthology.org/2024.findings-eacl.88},
timestamp = {Tue, 02 Apr 2024 16:32:10 +0200},
biburl = {https://dblp.org/rec/conf/eacl/HsiaPSL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2401-06121,
author = {Pratyush Maini and
Zhili Feng and
Avi Schwarzschild and
Zachary C. Lipton and
J. Zico Kolter},
title = {{TOFU:} {A} Task of Fictitious Unlearning for LLMs},
journal = {CoRR},
volume = {abs/2401.06121},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.06121},
doi = {10.48550/ARXIV.2401.06121},
eprinttype = {arXiv},
eprint = {2401.06121},
timestamp = {Thu, 25 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-06121.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2401-08788,
author = {Nil{-}Jana Akpinar and
Zachary C. Lipton and
Alexandra Chouldechova},
title = {The Impact of Differential Feature Under-reporting on Algorithmic
Fairness},
journal = {CoRR},
volume = {abs/2401.08788},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.08788},
doi = {10.48550/ARXIV.2401.08788},
eprinttype = {arXiv},
eprint = {2401.08788},
timestamp = {Thu, 01 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-08788.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2401-15897,
author = {Michael Feffer and
Anusha Sinha and
Zachary C. Lipton and
Hoda Heidari},
title = {Red-Teaming for Generative {AI:} Silver Bullet or Security Theater?},
journal = {CoRR},
volume = {abs/2401.15897},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.15897},
doi = {10.48550/ARXIV.2401.15897},
eprinttype = {arXiv},
eprint = {2401.15897},
timestamp = {Tue, 06 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-15897.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-03509,
author = {Sanjana Ramprasad and
Kundan Krishna and
Zachary C. Lipton and
Byron C. Wallace},
title = {Evaluating the Factuality of Zero-shot Summarizers Across Varied Domains},
journal = {CoRR},
volume = {abs/2402.03509},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.03509},
doi = {10.48550/ARXIV.2402.03509},
eprinttype = {arXiv},
eprint = {2402.03509},
timestamp = {Mon, 12 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-03509.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-05133,
author = {Xinyu Li and
Zachary C. Lipton and
Liu Leqi},
title = {Personalized Language Modeling from Personalized Human Feedback},
journal = {CoRR},
volume = {abs/2402.05133},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.05133},
doi = {10.48550/ARXIV.2402.05133},
eprinttype = {arXiv},
eprint = {2402.05133},
timestamp = {Wed, 14 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-05133.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-07685,
author = {Jacob Tyo and
Zachary C. Lipton},
title = {Contrastive Multiple Instance Learning for Weakly Supervised Person
ReID},
journal = {CoRR},
volume = {abs/2402.07685},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.07685},
doi = {10.48550/ARXIV.2402.07685},
eprinttype = {arXiv},
eprint = {2402.07685},
timestamp = {Mon, 19 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-07685.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-08025,
author = {Jacob Tyo and
Motolani Olarinre and
Youngseog Chung and
Zachary C. Lipton},
title = {Beyond the Mud: Datasets and Benchmarks for Computer Vision in Off-Road
Racing},
journal = {CoRR},
volume = {abs/2402.08025},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.08025},
doi = {10.48550/ARXIV.2402.08025},
eprinttype = {arXiv},
eprint = {2402.08025},
timestamp = {Mon, 19 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-08025.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-12566,
author = {Kundan Krishna and
Sanjana Ramprasad and
Prakhar Gupta and
Byron C. Wallace and
Zachary C. Lipton and
Jeffrey P. Bigham},
title = {GenAudit: Fixing Factual Errors in Language Model Outputs with Evidence},
journal = {CoRR},
volume = {abs/2402.12566},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.12566},
doi = {10.48550/ARXIV.2402.12566},
eprinttype = {arXiv},
eprint = {2402.12566},
timestamp = {Thu, 21 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-12566.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-14713,
author = {Yewon Byun and
Dylan Sam and
Michael Oberst and
Zachary C. Lipton and
Bryan Wilder},
title = {Auditing Fairness under Unobserved Confounding},
journal = {CoRR},
volume = {abs/2403.14713},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.14713},
doi = {10.48550/ARXIV.2403.14713},
eprinttype = {arXiv},
eprint = {2403.14713},
timestamp = {Tue, 09 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-14713.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/FefferHL23,
author = {Michael Feffer and
Hoda Heidari and
Zachary C. Lipton},
editor = {Brian Williams and
Yiling Chen and
Jennifer Neville},
title = {Moral Machine or Tyranny of the Majority?},
booktitle = {Thirty-Seventh {AAAI} Conference on Artificial Intelligence, {AAAI}
2023, Thirty-Fifth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2023, Thirteenth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2023, Washington, DC, USA, February
7-14, 2023},
pages = {5974--5982},
publisher = {{AAAI} Press},
year = {2023},
url = {https://doi.org/10.1609/aaai.v37i5.25739},
doi = {10.1609/AAAI.V37I5.25739},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/FefferHL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/KrishnaGBL23,
author = {Kundan Krishna and
Saurabh Garg and
Jeffrey P. Bigham and
Zachary C. Lipton},
editor = {Anna Rogers and
Jordan L. Boyd{-}Graber and
Naoaki Okazaki},
title = {Downstream Datasets Make Surprisingly Good Pretraining Corpora},
booktitle = {Proceedings of the 61st Annual Meeting of the Association for Computational
Linguistics (Volume 1: Long Papers), {ACL} 2023, Toronto, Canada,
July 9-14, 2023},
pages = {12207--12222},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.acl-long.682},
doi = {10.18653/V1/2023.ACL-LONG.682},
timestamp = {Thu, 10 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/KrishnaGBL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aies/FefferSLH23,
author = {Michael Feffer and
Michael Skirpan and
Zachary C. Lipton and
Hoda Heidari},
editor = {Francesca Rossi and
Sanmay Das and
Jenny Davis and
Kay Firth{-}Butterfield and
Alex John},
title = {From Preference Elicitation to Participatory {ML:} {A} Critical Survey
{\&} Guidelines for Future Research},
booktitle = {Proceedings of the 2023 {AAAI/ACM} Conference on AI, Ethics, and Society,
{AIES} 2023, Montr{\'{e}}al, QC, Canada, August 8-10, 2023},
pages = {38--48},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3600211.3604661},
doi = {10.1145/3600211.3604661},
timestamp = {Tue, 23 Jan 2024 13:25:45 +0100},
biburl = {https://dblp.org/rec/conf/aies/FefferSLH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/ZhouBL23,
author = {Helen Zhou and
Sivaraman Balakrishnan and
Zachary C. Lipton},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Domain Adaptation under Missingness Shift},
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 = {9577--9606},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/zhou23b.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/ZhouBL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/chi/LeqiZKLM23,
author = {Liu Leqi and
Giulio Zhou and
Fatma Kilin{\c{c}}{-}Karzan and
Zachary C. Lipton and
Alan L. Montgomery},
editor = {Albrecht Schmidt and
Kaisa V{\"{a}}{\"{a}}n{\"{a}}nen and
Tesh Goyal and
Per Ola Kristensson and
Anicia Peters and
Stefanie Mueller and
Julie R. Williamson and
Max L. Wilson},
title = {A Field Test of Bandit Algorithms for Recommendations: Understanding
the Validity of Assumptions on Human Preferences in Multi-armed Bandits},
booktitle = {Proceedings of the 2023 {CHI} Conference on Human Factors in Computing
Systems, {CHI} 2023, Hamburg, Germany, April 23-28, 2023},
pages = {504:1--504:16},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3544548.3580670},
doi = {10.1145/3544548.3580670},
timestamp = {Sat, 29 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/chi/LeqiZKLM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/chil/ZhouCL23,
author = {Helen Zhou and
Yuwen Chen and
Zachary C. Lipton},
editor = {Bobak J. Mortazavi and
Tasmie Sarker and
Andrew Beam and
Joyce C. Ho},
title = {Evaluating Model Performance in Medical Datasets Over Time},
booktitle = {Conference on Health, Inference, and Learning, {CHIL} 2023, Broad
Institute of {MIT} and Harvard (Merkin Building), 415 Main Street,
Cambridge, MA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {209},
pages = {498--508},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v209/zhou23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/chil/ZhouCL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/clear2/GuptaCL23,
author = {Shantanu Gupta and
David Childers and
Zachary Chase Lipton},
editor = {Mihaela van der Schaar and
Cheng Zhang and
Dominik Janzing},
title = {Local Causal Discovery for Estimating Causal Effects},
booktitle = {Conference on Causal Learning and Reasoning, CLeaR 2023, 11-14 April
2023, Amazon Development Center, T{\"{u}}bingen, Germany, April
11-14, 2023},
series = {Proceedings of Machine Learning Research},
volume = {213},
pages = {408--447},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v213/gupta23b.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/clear2/GuptaCL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/KrishnaGRWBL23,
author = {Kundan Krishna and
Prakhar Gupta and
Sanjana Ramprasad and
Byron C. Wallace and
Jeffrey P. Bigham and
Zachary C. Lipton},
editor = {Houda Bouamor and
Juan Pino and
Kalika Bali},
title = {{USB:} {A} Unified Summarization Benchmark Across Tasks and Domains},
booktitle = {Findings of the Association for Computational Linguistics: {EMNLP}
2023, Singapore, December 6-10, 2023},
pages = {8826--8845},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.findings-emnlp.592},
doi = {10.18653/V1/2023.FINDINGS-EMNLP.592},
timestamp = {Fri, 12 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/KrishnaGRWBL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/RamanMKLP23,
author = {Mrigank Raman and
Pratyush Maini and
J. Zico Kolter and
Zachary C. Lipton and
Danish Pruthi},
editor = {Houda Bouamor and
Juan Pino and
Kalika Bali},
title = {Model-tuning Via Prompts Makes {NLP} Models Adversarially Robust},
booktitle = {Proceedings of the 2023 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2023, Singapore, December 6-10, 2023},
pages = {9266--9286},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.emnlp-main.576},
doi = {10.18653/V1/2023.EMNLP-MAIN.576},
timestamp = {Fri, 12 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/RamanMKLP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hcmir/FefferLD23,
author = {Michael Feffer and
Zachary C. Lipton and
Chris Donahue},
editor = {Lorenzo Porcaro and
Roser Batlle{-}Roca and
Emilia G{\'{o}}mez},
title = {DeepDrake ft. {BTS-GAN} and TayloRVC: An Exploratory Analysis of Musical
Deepfakes and Hosting Platforms},
booktitle = {Proceedings of the 2nd Workshop on Human-Centric Music Information
Retrieval 2023 co-located with the 24th International Society for
Music Information Retrieval Conference {(ISMIR} 2023), Milan, Italy,
November 10, 2023},
series = {{CEUR} Workshop Proceedings},
volume = {3528},
publisher = {CEUR-WS.org},
year = {2023},
url = {https://ceur-ws.org/Vol-3528/paper3.pdf},
timestamp = {Tue, 19 Dec 2023 17:15:12 +0100},
biburl = {https://dblp.org/rec/conf/hcmir/FefferLD23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/Novack0MGL23,
author = {Zachary Novack and
Simran Kaur and
Tanya Marwah and
Saurabh Garg and
Zachary Chase Lipton},
title = {Disentangling the Mechanisms Behind Implicit Regularization in {SGD}},
booktitle = {The Eleventh International Conference on Learning Representations,
{ICLR} 2023, Kigali, Rwanda, May 1-5, 2023},
publisher = {OpenReview.net},
year = {2023},
url = {https://openreview.net/pdf?id=LE5LxBgjB4V},
timestamp = {Fri, 30 Jun 2023 14:38:38 +0200},
biburl = {https://dblp.org/rec/conf/iclr/Novack0MGL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GargESSBL23,
author = {Saurabh Garg and
Nick Erickson and
James Sharpnack and
Alex Smola and
Sivaraman Balakrishnan and
Zachary Chase Lipton},
editor = {Andreas Krause and
Emma Brunskill and
Kyunghyun Cho and
Barbara Engelhardt and
Sivan Sabato and
Jonathan Scarlett},
title = {RLSbench: Domain Adaptation Under Relaxed Label Shift},
booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July
2023, Honolulu, Hawaii, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {202},
pages = {10879--10928},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v202/garg23a.html},
timestamp = {Mon, 28 Aug 2023 17:23:08 +0200},
biburl = {https://dblp.org/rec/conf/icml/GargESSBL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MainiMSLKZ23,
author = {Pratyush Maini and
Michael Curtis Mozer and
Hanie Sedghi and
Zachary Chase Lipton and
J. Zico Kolter and
Chiyuan Zhang},
editor = {Andreas Krause and
Emma Brunskill and
Kyunghyun Cho and
Barbara Engelhardt and
Sivan Sabato and
Jonathan Scarlett},
title = {Can Neural Network Memorization Be Localized?},
booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July
2023, Honolulu, Hawaii, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {202},
pages = {23536--23557},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v202/maini23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/MainiMSLKZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MarwahL0R23,
author = {Tanya Marwah and
Zachary Chase Lipton and
Jianfeng Lu and
Andrej Risteski},
editor = {Andreas Krause and
Emma Brunskill and
Kyunghyun Cho and
Barbara Engelhardt and
Sivan Sabato and
Jonathan Scarlett},
title = {Neural Network Approximations of PDEs Beyond Linearity: {A} Representational
Perspective},
booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July
2023, Honolulu, Hawaii, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {202},
pages = {24139--24172},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v202/marwah23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/MarwahL0R23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/NovackMLG23,
author = {Zachary Novack and
Julian J. McAuley and
Zachary Chase Lipton and
Saurabh Garg},
editor = {Andreas Krause and
Emma Brunskill and
Kyunghyun Cho and
Barbara Engelhardt and
Sivan Sabato and
Jonathan Scarlett},
title = {CHiLS: Zero-Shot Image Classification with Hierarchical Label Sets},
booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July
2023, Honolulu, Hawaii, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {202},
pages = {26342--26362},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v202/novack23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/NovackMLG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnlp/TyoDL23,
author = {Jacob Tyo and
Bhuwan Dhingra and
Zachary C. Lipton},
editor = {Jong C. Park and
Yuki Arase and
Baotian Hu and
Wei Lu and
Derry Wijaya and
Ayu Purwarianti and
Adila Alfa Krisnadhi},
title = {Valla: Standardizing and Benchmarking Authorship Attribution and Verification
Through Empirical Evaluation and Comparative Analysis},
booktitle = {Proceedings of the 13th International Joint Conference on Natural
Language Processing and the 3rd Conference of the Asia-Pacific Chapter
of the Association for Computational Linguistics, {IJCNLP} 2023 -Volume
1: Long Papers, Nusa Dua, Bali, November 1 - 4, 2023},
pages = {649--660},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.ijcnlp-main.43},
doi = {10.18653/V1/2023.IJCNLP-MAIN.43},
timestamp = {Fri, 12 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnlp/TyoDL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/micad/Lipton23,
author = {Zachary Chase Lipton},
editor = {Khan M. Iftekharuddin and
Weijie Chen},
title = {Reliable deep learning in dynamic environments},
booktitle = {Medical Imaging 2023: Computer-Aided Diagnosis, San Diego, CA, USA,
February 19-23, 2023},
series = {{SPIE} Proceedings},
volume = {12465},
publisher = {{SPIE}},
year = {2023},
url = {https://doi.org/10.1117/12.2665536},
doi = {10.1117/12.2665536},
timestamp = {Tue, 19 Mar 2024 12:50:04 +0100},
biburl = {https://dblp.org/rec/conf/micad/Lipton23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/BabyGYBL023,
author = {Dheeraj Baby and
Saurabh Garg and
Tzu{-}Ching Yen and
Sivaraman Balakrishnan and
Zachary C. Lipton and
Yu{-}Xiang Wang},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Online Label Shift: Optimal Dynamic Regret meets Practical Algorithms},
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/cf42f133f355e0e07a8957b508b26a1b-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/BabyGYBL023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/GargSLBSR23,
author = {Saurabh Garg and
Amrith Setlur and
Zachary C. Lipton and
Sivaraman Balakrishnan and
Virginia Smith and
Aditi Raghunathan},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Complementary Benefits of Contrastive Learning and Self-Training Under
Distribution Shift},
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/26f96550613971371c5d07f37f0e06c0-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/GargSLBSR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/MarwahPKL0R23,
author = {Tanya Marwah and
Ashwini Pokle and
J. Zico Kolter and
Zachary C. Lipton and
Jianfeng Lu and
Andrej Risteski},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Deep Equilibrium Based Neural Operators for Steady-State PDEs},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference
on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
LA, USA, December 10 - 16, 2023},
year = {2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/32cc61322f1e2f56f989d29ccc7cfbb7-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/MarwahPKL0R23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/ShekharXLLR23,
author = {Shubhanshu Shekhar and
Ziyu Xu and
Zachary C. Lipton and
Pierre J. Liang and
Aaditya Ramdas},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {Risk-limiting financial audits via weighted sampling without replacement},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {1932--1941},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/shekhar23a.html},
timestamp = {Mon, 28 Aug 2023 17:23:08 +0200},
biburl = {https://dblp.org/rec/conf/uai/ShekharXLLR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/mlhc/2023,
editor = {Kaivalya Deshpande and
Madalina Fiterau and
Shalmali Joshi and
Zachary C. Lipton and
Rajesh Ranganath and
I{\~{n}}igo Urteaga and
Serene Yeung},
title = {Machine Learning for Healthcare Conference, {MLHC} 2023, 11-12 August
2023, New York, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {219},
publisher = {{PMLR}},
year = {2023},
url = {http://proceedings.mlr.press/v219/},
timestamp = {Tue, 20 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlhc/2023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2301-11724,
author = {Jacob Tyo and
Zachary C. Lipton},
title = {Meta-Learning Mini-Batch Risk Functionals},
journal = {CoRR},
volume = {abs/2301.11724},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2301.11724},
doi = {10.48550/ARXIV.2301.11724},
eprinttype = {arXiv},
eprint = {2301.11724},
timestamp = {Tue, 31 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2301-11724.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-02551,
author = {Zachary Novack and
Saurabh Garg and
Julian J. McAuley and
Zachary C. Lipton},
title = {CHiLS: Zero-Shot Image Classification with Hierarchical Label Sets},
journal = {CoRR},
volume = {abs/2302.02551},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.02551},
doi = {10.48550/ARXIV.2302.02551},
eprinttype = {arXiv},
eprint = {2302.02551},
timestamp = {Fri, 10 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-02551.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-03020,
author = {Saurabh Garg and
Nick Erickson and
James Sharpnack and
Alex Smola and
Sivaraman Balakrishnan and
Zachary C. Lipton},
title = {RLSbench: Domain Adaptation Under Relaxed Label Shift},
journal = {CoRR},
volume = {abs/2302.03020},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.03020},
doi = {10.48550/ARXIV.2302.03020},
eprinttype = {arXiv},
eprint = {2302.03020},
timestamp = {Fri, 10 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-03020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-06804,
author = {Tom Yan and
Shantanu Gupta and
Zachary C. Lipton},
title = {Discovering Optimal Scoring Mechanisms in Causal Strategic Prediction},
journal = {CoRR},
volume = {abs/2302.06804},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.06804},
doi = {10.48550/ARXIV.2302.06804},
eprinttype = {arXiv},
eprint = {2302.06804},
timestamp = {Mon, 20 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-06804.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-08070,
author = {Shantanu Gupta and
David Childers and
Zachary C. Lipton},
title = {Local Causal Discovery for Estimating Causal Effects},
journal = {CoRR},
volume = {abs/2302.08070},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.08070},
doi = {10.48550/ARXIV.2302.08070},
eprinttype = {arXiv},
eprint = {2302.08070},
timestamp = {Mon, 20 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-08070.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2303-05500,
author = {Alex Mei and
Michael Saxon and
Shiyu Chang and
Zachary C. Lipton and
William Yang Wang},
title = {Users are the North Star for {AI} Transparency},
journal = {CoRR},
volume = {abs/2303.05500},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2303.05500},
doi = {10.48550/ARXIV.2303.05500},
eprinttype = {arXiv},
eprint = {2303.05500},
timestamp = {Wed, 15 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2303-05500.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2303-07320,
author = {Mrigank Raman and
Pratyush Maini and
J. Zico Kolter and
Zachary C. Lipton and
Danish Pruthi},
title = {Model-tuning Via Prompts Makes {NLP} Models Adversarially Robust},
journal = {CoRR},
volume = {abs/2303.07320},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2303.07320},
doi = {10.48550/ARXIV.2303.07320},
eprinttype = {arXiv},
eprint = {2303.07320},
timestamp = {Thu, 16 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2303-07320.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2304-09088,
author = {Liu Leqi and
Giulio Zhou and
Fatma Kilin{\c{c}}{-}Karzan and
Zachary C. Lipton and
Alan L. Montgomery},
title = {A Field Test of Bandit Algorithms for Recommendations: Understanding
the Validity of Assumptions on Human Preferences in Multi-armed Bandits},
journal = {CoRR},
volume = {abs/2304.09088},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2304.09088},
doi = {10.48550/ARXIV.2304.09088},
eprinttype = {arXiv},
eprint = {2304.09088},
timestamp = {Mon, 24 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2304-09088.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-06884,
author = {Shubhanshu Shekhar and
Ziyu Xu and
Zachary C. Lipton and
Pierre J. Liang and
Aaditya Ramdas},
title = {Risk-limiting Financial Audits via Weighted Sampling without Replacement},
journal = {CoRR},
volume = {abs/2305.06884},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.06884},
doi = {10.48550/ARXIV.2305.06884},
eprinttype = {arXiv},
eprint = {2305.06884},
timestamp = {Wed, 17 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-06884.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-13426,
author = {Helen Zhou and
Yuwen Chen and
Zachary C. Lipton},
title = {Evaluating Model Performance in Medical Datasets Over Time},
journal = {CoRR},
volume = {abs/2305.13426},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.13426},
doi = {10.48550/ARXIV.2305.13426},
eprinttype = {arXiv},
eprint = {2305.13426},
timestamp = {Mon, 05 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-13426.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-14296,
author = {Kundan Krishna and
Prakhar Gupta and
Sanjana Ramprasad and
Byron C. Wallace and
Jeffrey P. Bigham and
Zachary C. Lipton},
title = {{USB:} {A} Unified Summarization Benchmark Across Tasks and Domains},
journal = {CoRR},
volume = {abs/2305.14296},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.14296},
doi = {10.48550/ARXIV.2305.14296},
eprinttype = {arXiv},
eprint = {2305.14296},
timestamp = {Mon, 05 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-14296.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-15444,
author = {Dhananjay Ashok and
Zachary C. Lipton},
title = {PromptNER: Prompting For Named Entity Recognition},
journal = {CoRR},
volume = {abs/2305.15444},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.15444},
doi = {10.48550/ARXIV.2305.15444},
eprinttype = {arXiv},
eprint = {2305.15444},
timestamp = {Tue, 06 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-15444.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-17319,
author = {Michael Feffer and
Hoda Heidari and
Zachary C. Lipton},
title = {Moral Machine or Tyranny of the Majority?},
journal = {CoRR},
volume = {abs/2305.17319},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.17319},
doi = {10.48550/ARXIV.2305.17319},
eprinttype = {arXiv},
eprint = {2305.17319},
timestamp = {Wed, 07 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-17319.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-19570,
author = {Dheeraj Baby and
Saurabh Garg and
Tzu{-}Ching Yen and
Sivaraman Balakrishnan and
Zachary Chase Lipton and
Yu{-}Xiang Wang},
title = {Online Label Shift: Optimal Dynamic Regret meets Practical Algorithms},
journal = {CoRR},
volume = {abs/2305.19570},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.19570},
doi = {10.48550/ARXIV.2305.19570},
eprinttype = {arXiv},
eprint = {2305.19570},
timestamp = {Tue, 06 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-19570.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-03132,
author = {Pratyush Maini and
Sachin Goyal and
Zachary C. Lipton and
J. Zico Kolter and
Aditi Raghunathan},
title = {{T-MARS:} Improving Visual Representations by Circumventing Text Feature
Learning},
journal = {CoRR},
volume = {abs/2307.03132},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2307.03132},
doi = {10.48550/ARXIV.2307.03132},
eprinttype = {arXiv},
eprint = {2307.03132},
timestamp = {Mon, 10 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2307-03132.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-09542,
author = {Pratyush Maini and
Michael C. Mozer and
Hanie Sedghi and
Zachary C. Lipton and
J. Zico Kolter and
Chiyuan Zhang},
title = {Can Neural Network Memorization Be Localized?},
journal = {CoRR},
volume = {abs/2307.09542},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2307.09542},
doi = {10.48550/ARXIV.2307.09542},
eprinttype = {arXiv},
eprint = {2307.09542},
timestamp = {Tue, 25 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2307-09542.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2308-14272,
author = {Jennifer Hsia and
Danish Pruthi and
Aarti Singh and
Zachary C. Lipton},
title = {Goodhart's Law Applies to NLP's Explanation Benchmarks},
journal = {CoRR},
volume = {abs/2308.14272},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2308.14272},
doi = {10.48550/ARXIV.2308.14272},
eprinttype = {arXiv},
eprint = {2308.14272},
timestamp = {Fri, 01 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2308-14272.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-08488,
author = {Jacob Tyo and
Motolani Olarinre and
Youngseog Chung and
Zachary C. Lipton},
title = {{MUDD:} {A} New Re-Identification Dataset with Efficient Annotation
for Off-Road Racers in Extreme Conditions},
journal = {CoRR},
volume = {abs/2311.08488},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.08488},
doi = {10.48550/ARXIV.2311.08488},
eprinttype = {arXiv},
eprint = {2311.08488},
timestamp = {Tue, 21 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-08488.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-09256,
author = {Jacob Tyo and
Youngseog Chung and
Motolani Olarinre and
Zachary C. Lipton},
title = {Reading Between the Mud: {A} Challenging Motorcycle Racer Number Dataset},
journal = {CoRR},
volume = {abs/2311.09256},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.09256},
doi = {10.48550/ARXIV.2311.09256},
eprinttype = {arXiv},
eprint = {2311.09256},
timestamp = {Tue, 21 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-09256.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-09401,
author = {Yuwen Chen and
Helen Zhou and
Zachary C. Lipton},
title = {MoCo-Transfer: Investigating out-of-distribution contrastive learning
for limited-data domains},
journal = {CoRR},
volume = {abs/2311.09401},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.09401},
doi = {10.48550/ARXIV.2311.09401},
eprinttype = {arXiv},
eprint = {2311.09401},
timestamp = {Tue, 21 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-09401.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2312-00234,
author = {Tanya Marwah and
Ashwini Pokle and
J. Zico Kolter and
Zachary C. Lipton and
Jianfeng Lu and
Andrej Risteski},
title = {Deep Equilibrium Based Neural Operators for Steady-State PDEs},
journal = {CoRR},
volume = {abs/2312.00234},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2312.00234},
doi = {10.48550/ARXIV.2312.00234},
eprinttype = {arXiv},
eprint = {2312.00234},
timestamp = {Fri, 08 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2312-00234.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2312-03318,
author = {Saurabh Garg and
Amrith Setlur and
Zachary Chase Lipton and
Sivaraman Balakrishnan and
Virginia Smith and
Aditi Raghunathan},
title = {Complementary Benefits of Contrastive Learning and Self-Training Under
Distribution Shift},
journal = {CoRR},
volume = {abs/2312.03318},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2312.03318},
doi = {10.48550/ARXIV.2312.03318},
eprinttype = {arXiv},
eprint = {2312.03318},
timestamp = {Mon, 01 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2312-03318.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2312-09323,
author = {Micah Goldblum and
Anima Anandkumar and
Richard G. Baraniuk and
Tom Goldstein and
Kyunghyun Cho and
Zachary C. Lipton and
Melanie Mitchell and
Preetum Nakkiran and
Max Welling and
Andrew Gordon Wilson},
title = {Perspectives on the State and Future of Deep Learning - 2023},
journal = {CoRR},
volume = {abs/2312.09323},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2312.09323},
doi = {10.48550/ARXIV.2312.09323},
eprinttype = {arXiv},
eprint = {2312.09323},
timestamp = {Tue, 09 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2312-09323.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tacl/PruthiBDSCLNC22,
author = {Danish Pruthi and
Rachit Bansal and
Bhuwan Dhingra and
Livio Baldini Soares and
Michael Collins and
Zachary C. Lipton and
Graham Neubig and
William W. Cohen},
title = {Evaluating Explanations: How Much Do Explanations from the Teacher
Aid Students?},
journal = {Trans. Assoc. Comput. Linguistics},
volume = {10},
pages = {359--375},
year = {2022},
url = {https://doi.org/10.1162/tacl\_a\_00465},
doi = {10.1162/TACL\_A\_00465},
timestamp = {Wed, 29 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tacl/PruthiBDSCLNC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/AroraPSCLN22,
author = {Siddhant Arora and
Danish Pruthi and
Norman M. Sadeh and
William W. Cohen and
Zachary C. Lipton and
Graham Neubig},
title = {Explain, Edit, and Understand: Rethinking User Study Design for Evaluating
Model Explanations},
booktitle = {Thirty-Sixth {AAAI} Conference on Artificial Intelligence, {AAAI}
2022, Thirty-Fourth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2022, The Twelveth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2022 Virtual Event, February 22
- March 1, 2022},
pages = {5277--5285},
publisher = {{AAAI} Press},
year = {2022},
url = {https://doi.org/10.1609/aaai.v36i5.20464},
doi = {10.1609/AAAI.V36I5.20464},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/AroraPSCLN22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/Ben-PoratCLLM22,
author = {Omer Ben{-}Porat and
Lee Cohen and
Liu Leqi and
Zachary C. Lipton and
Yishay Mansour},
title = {Modeling Attrition in Recommender Systems with Departing Bandits},
booktitle = {Thirty-Sixth {AAAI} Conference on Artificial Intelligence, {AAAI}
2022, Thirty-Fourth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2022, The Twelveth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2022 Virtual Event, February 22
- March 1, 2022},
pages = {6072--6079},
publisher = {{AAAI} Press},
year = {2022},
url = {https://doi.org/10.1609/aaai.v36i6.20554},
doi = {10.1609/AAAI.V36I6.20554},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/Ben-PoratCLLM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/HuangLLA22,
author = {Audrey Huang and
Liu Leqi and
Zachary C. Lipton and
Kamyar Azizzadenesheli},
editor = {Gustau Camps{-}Valls and
Francisco J. R. Ruiz and
Isabel Valera},
title = {Off-Policy Risk Assessment for Markov Decision Processes},
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 = {5022--5050},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v151/huang22b.html},
timestamp = {Sat, 30 Sep 2023 09:34:08 +0200},
biburl = {https://dblp.org/rec/conf/aistats/HuangLLA22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/amia/Zhou0SKCLW22,
author = {Helen Zhou and
Cheng Cheng and
Kelly J. Shields and
Gursimran Kochhar and
Tariq Cheema and
Zachary C. Lipton and
Jeremy C. Weiss},
title = {Learning Clinical Concepts for Predicting Risk of Progression to Severe
{COVID-19}},
booktitle = {{AMIA} 2022, American Medical Informatics Association Annual Symposium,
Washington, DC, USA, November 5-9, 2022},
publisher = {{AMIA}},
year = {2022},
url = {https://knowledge.amia.org/76677-amia-1.4637602/f006-1.4642154/f006-1.4642155/1147-1.4642159/1114-1.4642156},
timestamp = {Wed, 17 Apr 2024 11:46:45 +0200},
biburl = {https://dblp.org/rec/conf/amia/Zhou0SKCLW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/blackboxnlp/KatakkarYWLK22,
author = {Anurag Katakkar and
Clay H. Yoo and
Weiqin Wang and
Zachary C. Lipton and
Divyansh Kaushik},
editor = {Jasmijn Bastings and
Yonatan Belinkov and
Yanai Elazar and
Dieuwke Hupkes and
Naomi Saphra and
Sarah Wiegreffe},
title = {Practical Benefits of Feature Feedback Under Distribution Shift},
booktitle = {Proceedings of the Fifth BlackboxNLP Workshop on Analyzing and Interpreting
Neural Networks for NLP, BlackboxNLP@EMNLP 2022, Abu Dhabi, United
Arab Emirates (Hybrid), December 8, 2022},
pages = {346--355},
publisher = {Association for Computational Linguistics},
year = {2022},
url = {https://doi.org/10.18653/v1/2022.blackboxnlp-1.29},
doi = {10.18653/V1/2022.BLACKBOXNLP-1.29},
timestamp = {Thu, 10 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/blackboxnlp/KatakkarYWLK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icbinb/KaurCL22,
author = {Simran Kaur and
Jeremy Cohen and
Zachary Chase Lipton},
editor = {Javier Antor{\'{a}}n and
Arno Blaas and
Fan Feng and
Sahra Ghalebikesabi and
Ian Mason and
Melanie F. Pradier and
David Rohde and
Francisco J. R. Ruiz and
Aaron Schein},
title = {On the Maximum Hessian Eigenvalue and Generalization},
booktitle = {Proceedings on "I Can't Believe It's Not Better! - Understanding Deep
Learning Through Empirical Falsification" at NeurIPS 2022 Workshops,
03 December 2022, New Orleans, Louisiana, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {187},
pages = {51--65},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v187/kaur23a.html},
timestamp = {Wed, 09 Aug 2023 17:07:50 +0200},
biburl = {https://dblp.org/rec/conf/icbinb/KaurCL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/GargBLNS22,
author = {Saurabh Garg and
Sivaraman Balakrishnan and
Zachary Chase Lipton and
Behnam Neyshabur and
Hanie Sedghi},
title = {Leveraging unlabeled data to predict out-of-distribution performance},
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=o\_HsiMPYh\_x},
timestamp = {Sat, 20 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/GargBLNS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LeqiHLA22,
author = {Liu Leqi and
Audrey Huang and
Zachary C. Lipton and
Kamyar Azizzadenesheli},
editor = {Kamalika Chaudhuri and
Stefanie Jegelka and
Le Song and
Csaba Szepesv{\'{a}}ri and
Gang Niu and
Sivan Sabato},
title = {Supervised Learning with General Risk Functionals},
booktitle = {International Conference on Machine Learning, {ICML} 2022, 17-23 July
2022, Baltimore, Maryland, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {162},
pages = {12570--12592},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v162/leqi22a.html},
timestamp = {Tue, 12 Jul 2022 17:36:52 +0200},
biburl = {https://dblp.org/rec/conf/icml/LeqiHLA22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/GargBL22,
author = {Saurabh Garg and
Sivaraman Balakrishnan and
Zachary C. Lipton},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {Domain Adaptation under Open Set Label Shift},
booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference
on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans,
LA, USA, November 28 - December 9, 2022},
year = {2022},
url = {http://papers.nips.cc/paper\_files/paper/2022/hash/8d5f526a31d3731a30eb58d5874cf5b1-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/GargBL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/MainiGLK22,
author = {Pratyush Maini and
Saurabh Garg and
Zachary C. Lipton and
J. Zico Kolter},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {Characterizing Datapoints via Second-Split Forgetting},
booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference
on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans,
LA, USA, November 28 - December 9, 2022},
year = {2022},
url = {http://papers.nips.cc/paper\_files/paper/2022/hash/c20447998d6c624b4b97d4466a3bfff5-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/MainiGLK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/RobertsMGL22,
author = {Manley Roberts and
Pranav Mani and
Saurabh Garg and
Zachary C. Lipton},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {Unsupervised Learning under Latent Label Shift},
booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference
on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans,
LA, USA, November 28 - December 9, 2022},
year = {2022},
url = {http://papers.nips.cc/paper\_files/paper/2022/hash/771e09dd204ea339da0d8114c48afd21-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/RobertsMGL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/mlhc/2022,
editor = {Zachary C. Lipton and
Rajesh Ranganath and
Mark P. Sendak and
Michael W. Sjoding and
Serena Yeung},
title = {Proceedings of the Machine Learning for Healthcare Conference, {MLHC}
2022, 5-6 August 2022, Durham, NC, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {182},
publisher = {{PMLR}},
year = {2022},
url = {http://proceedings.mlr.press/v182/},
timestamp = {Fri, 17 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlhc/2022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2201-04234,
author = {Saurabh Garg and
Sivaraman Balakrishnan and
Zachary C. Lipton and
Behnam Neyshabur and
Hanie Sedghi},
title = {Leveraging Unlabeled Data to Predict Out-of-Distribution Performance},
journal = {CoRR},
volume = {abs/2201.04234},
year = {2022},
url = {https://arxiv.org/abs/2201.04234},
eprinttype = {arXiv},
eprint = {2201.04234},
timestamp = {Thu, 20 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2201-04234.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-01336,
author = {Yi{-}Fan Zhang and
Hanlin Zhang and
Zachary C. Lipton and
Li Erran Li and
Eric P. Xing},
title = {Can Transformers be Strong Treatment Effect Estimators?},
journal = {CoRR},
volume = {abs/2202.01336},
year = {2022},
url = {https://arxiv.org/abs/2202.01336},
eprinttype = {arXiv},
eprint = {2202.01336},
timestamp = {Wed, 09 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2202-01336.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-13423,
author = {Omer Ben{-}Porat and
Lee Cohen and
Liu Leqi and
Zachary C. Lipton and
Yishay Mansour},
title = {Modeling Attrition in Recommender Systems with Departing Bandits},
journal = {CoRR},
volume = {abs/2203.13423},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2203.13423},
doi = {10.48550/ARXIV.2203.13423},
eprinttype = {arXiv},
eprint = {2203.13423},
timestamp = {Wed, 22 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2203-13423.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-09701,
author = {Riccardo Fogliato and
Sina Fazelpour and
Shantanu Gupta and
Zachary C. Lipton and
David Danks},
title = {Homophily and Incentive Effects in Use of Algorithms},
journal = {CoRR},
volume = {abs/2205.09701},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.09701},
doi = {10.48550/ARXIV.2205.09701},
eprinttype = {arXiv},
eprint = {2205.09701},
timestamp = {Mon, 23 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2205-09701.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-04039,
author = {Divyansh Kaushik and
Zachary C. Lipton and
Alex John London},
title = {Resolving the Human Subjects Status of Machine Learning's Crowdworkers},
journal = {CoRR},
volume = {abs/2206.04039},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.04039},
doi = {10.48550/ARXIV.2206.04039},
eprinttype = {arXiv},
eprint = {2206.04039},
timestamp = {Tue, 14 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-04039.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-10654,
author = {Simran Kaur and
Jeremy Cohen and
Zachary C. Lipton},
title = {On the Maximum Hessian Eigenvalue and Generalization},
journal = {CoRR},
volume = {abs/2206.10654},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.10654},
doi = {10.48550/ARXIV.2206.10654},
eprinttype = {arXiv},
eprint = {2206.10654},
timestamp = {Mon, 07 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-10654.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-13648,
author = {Liu Leqi and
Audrey Huang and
Zachary C. Lipton and
Kamyar Azizzadenesheli},
title = {Supervised Learning with General Risk Functionals},
journal = {CoRR},
volume = {abs/2206.13648},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.13648},
doi = {10.48550/ARXIV.2206.13648},
eprinttype = {arXiv},
eprint = {2206.13648},
timestamp = {Tue, 05 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-13648.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2207-13048,
author = {Saurabh Garg and
Sivaraman Balakrishnan and
Zachary C. Lipton},
title = {Domain Adaptation under Open Set Label Shift},
journal = {CoRR},
volume = {abs/2207.13048},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2207.13048},
doi = {10.48550/ARXIV.2207.13048},
eprinttype = {arXiv},
eprint = {2207.13048},
timestamp = {Mon, 01 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2207-13048.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2207-13179,
author = {Manley Roberts and
Pranav Mani and
Saurabh Garg and
Zachary C. Lipton},
title = {Unsupervised Learning under Latent Label Shift},
journal = {CoRR},
volume = {abs/2207.13179},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2207.13179},
doi = {10.48550/ARXIV.2207.13179},
eprinttype = {arXiv},
eprint = {2207.13179},
timestamp = {Mon, 01 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2207-13179.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2208-13126,
author = {Helen Zhou and
Cheng Cheng and
Kelly J. Shields and
Gursimran Kochhar and
Tariq Cheema and
Zachary C. Lipton and
Jeremy C. Weiss},
title = {Learning Clinical Concepts for Predicting Risk of Progression to Severe
{COVID-19}},
journal = {CoRR},
volume = {abs/2208.13126},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2208.13126},
doi = {10.48550/ARXIV.2208.13126},
eprinttype = {arXiv},
eprint = {2208.13126},
timestamp = {Thu, 01 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2208-13126.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2209-06869,
author = {Jacob Tyo and
Bhuwan Dhingra and
Zachary C. Lipton},
title = {On the State of the Art in Authorship Attribution and Authorship Verification},
journal = {CoRR},
volume = {abs/2209.06869},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2209.06869},
doi = {10.48550/ARXIV.2209.06869},
eprinttype = {arXiv},
eprint = {2209.06869},
timestamp = {Tue, 27 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2209-06869.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2209-10444,
author = {Audrey Huang and
Liu Leqi and
Zachary Chase Lipton and
Kamyar Azizzadenesheli},
title = {Off-Policy Risk Assessment in Markov Decision Processes},
journal = {CoRR},
volume = {abs/2209.10444},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2209.10444},
doi = {10.48550/ARXIV.2209.10444},
eprinttype = {arXiv},
eprint = {2209.10444},
timestamp = {Wed, 28 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2209-10444.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2209-14389,
author = {Kundan Krishna and
Saurabh Garg and
Jeffrey P. Bigham and
Zachary C. Lipton},
title = {Downstream Datasets Make Surprisingly Good Pretraining Corpora},
journal = {CoRR},
volume = {abs/2209.14389},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2209.14389},
doi = {10.48550/ARXIV.2209.14389},
eprinttype = {arXiv},
eprint = {2209.14389},
timestamp = {Thu, 06 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2209-14389.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-01422,
author = {Rasool Fakoor and
Jonas Mueller and
Zachary C. Lipton and
Pratik Chaudhari and
Alexander J. Smola},
title = {Data drift correction via time-varying importance weight estimator},
journal = {CoRR},
volume = {abs/2210.01422},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.01422},
doi = {10.48550/ARXIV.2210.01422},
eprinttype = {arXiv},
eprint = {2210.01422},
timestamp = {Wed, 19 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-01422.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-12101,
author = {Tanya Marwah and
Zachary C. Lipton and
Jianfeng Lu and
Andrej Risteski},
title = {Neural Network Approximations of PDEs Beyond Linearity: Representational
Perspective},
journal = {CoRR},
volume = {abs/2210.12101},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.12101},
doi = {10.48550/ARXIV.2210.12101},
eprinttype = {arXiv},
eprint = {2210.12101},
timestamp = {Tue, 25 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-12101.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-15031,
author = {Pratyush Maini and
Saurabh Garg and
Zachary C. Lipton and
J. Zico Kolter},
title = {Characterizing Datapoints via Second-Split Forgetting},
journal = {CoRR},
volume = {abs/2210.15031},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.15031},
doi = {10.48550/ARXIV.2210.15031},
eprinttype = {arXiv},
eprint = {2210.15031},
timestamp = {Wed, 02 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-15031.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-02093,
author = {Helen Zhou and
Sivaraman Balakrishnan and
Zachary C. Lipton},
title = {Domain Adaptation under Missingness Shift},
journal = {CoRR},
volume = {abs/2211.02093},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.02093},
doi = {10.48550/ARXIV.2211.02093},
eprinttype = {arXiv},
eprint = {2211.02093},
timestamp = {Wed, 09 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-02093.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-07165,
author = {Helen Zhou and
Yuwen Chen and
Zachary C. Lipton},
title = {Model Evaluation in Medical Datasets Over Time},
journal = {CoRR},
volume = {abs/2211.07165},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.07165},
doi = {10.48550/ARXIV.2211.07165},
eprinttype = {arXiv},
eprint = {2211.07165},
timestamp = {Wed, 16 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-07165.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-15853,
author = {Zachary Novack and
Simran Kaur and
Tanya Marwah and
Saurabh Garg and
Zachary C. Lipton},
title = {Disentangling the Mechanisms Behind Implicit Regularization in {SGD}},
journal = {CoRR},
volume = {abs/2211.15853},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.15853},
doi = {10.48550/ARXIV.2211.15853},
eprinttype = {arXiv},
eprint = {2211.15853},
timestamp = {Mon, 08 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-15853.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cacm/LeqiHL21,
author = {Liu Leqi and
Dylan Hadfield{-}Menell and
Zachary C. Lipton},
title = {When curation becomes creation},
journal = {Commun. {ACM}},
volume = {64},
number = {12},
pages = {44--47},
year = {2021},
url = {https://doi.org/10.1145/3475161},
doi = {10.1145/3475161},
timestamp = {Tue, 21 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cacm/LeqiHL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pacmhci/FogliatoCL21,
author = {Riccardo Fogliato and
Alexandra Chouldechova and
Zachary C. Lipton},
title = {The Impact of Algorithmic Risk Assessments on Human Predictions and
its Analysis via Crowdsourcing Studies},
journal = {Proc. {ACM} Hum. Comput. Interact.},
volume = {5},
number = {{CSCW2}},
pages = {428:1--428:24},
year = {2021},
url = {https://doi.org/10.1145/3479572},
doi = {10.1145/3479572},
timestamp = {Wed, 09 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pacmhci/FogliatoCL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/queue/LeqiHL21,
author = {Liu Leqi and
Dylan Hadfield{-}Menell and
Zachary C. Lipton},
title = {When Curation Becomes Creation: Algorithms, microcontent, and the
vanishing distinction between platforms and creators},
journal = {{ACM} Queue},
volume = {19},
number = {3},
pages = {11--15},
year = {2021},
url = {https://doi.org/10.1145/3475965.3477229},
doi = {10.1145/3475965.3477229},
timestamp = {Fri, 10 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/queue/LeqiHL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/MuhamedLSYCJSLS21,
author = {Aashiq Muhamed and
Liang Li and
Xingjian Shi and
Suri Yaddanapudi and
Wayne Chi and
Dylan Jackson and
Rahul Suresh and
Zachary C. Lipton and
Alexander J. Smola},
title = {Symbolic Music Generation with Transformer-GANs},
booktitle = {Thirty-Fifth {AAAI} Conference on Artificial Intelligence, {AAAI}
2021, Thirty-Third Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2021, The Eleventh Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2021, Virtual Event, February 2-9,
2021},
pages = {408--417},
publisher = {{AAAI} Press},
year = {2021},
url = {https://doi.org/10.1609/aaai.v35i1.16117},
doi = {10.1609/AAAI.V35I1.16117},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/MuhamedLSYCJSLS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/KrishnaKBL20,
author = {Kundan Krishna and
Sopan Khosla and
Jeffrey P. Bigham and
Zachary C. Lipton},
editor = {Chengqing Zong and
Fei Xia and
Wenjie Li and
Roberto Navigli},
title = {Generating {SOAP} Notes from Doctor-Patient Conversations Using Modular
Summarization Techniques},
booktitle = {Proceedings of the 59th Annual Meeting of the Association for Computational
Linguistics and the 11th International Joint Conference on Natural
Language Processing, {ACL/IJCNLP} 2021, (Volume 1: Long Papers), Virtual
Event, August 1-6, 2021},
pages = {4958--4972},
publisher = {Association for Computational Linguistics},
year = {2021},
url = {https://doi.org/10.18653/v1/2021.acl-long.384},
doi = {10.18653/V1/2021.ACL-LONG.384},
timestamp = {Mon, 09 Aug 2021 16:25:37 +0200},
biburl = {https://dblp.org/rec/conf/acl/KrishnaKBL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/KaushikKLY20,
author = {Divyansh Kaushik and
Douwe Kiela and
Zachary C. Lipton and
Wen{-}tau Yih},
editor = {Chengqing Zong and
Fei Xia and
Wenjie Li and
Roberto Navigli},
title = {On the Efficacy of Adversarial Data Collection for Question Answering:
Results from a Large-Scale Randomized Study},
booktitle = {Proceedings of the 59th Annual Meeting of the Association for Computational
Linguistics and the 11th International Joint Conference on Natural
Language Processing, {ACL/IJCNLP} 2021, (Volume 1: Long Papers), Virtual
Event, August 1-6, 2021},
pages = {6618--6633},
publisher = {Association for Computational Linguistics},
year = {2021},
url = {https://doi.org/10.18653/v1/2021.acl-long.517},
doi = {10.18653/V1/2021.ACL-LONG.517},
timestamp = {Mon, 09 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/KaushikKLY20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aies/DaiFL21,
author = {Jessica Dai and
Sina Fazelpour and
Zachary C. Lipton},
editor = {Marion Fourcade and
Benjamin Kuipers and
Seth Lazar and
Deirdre K. Mulligan},
title = {Fair Machine Learning Under Partial Compliance},
booktitle = {{AIES} '21: {AAAI/ACM} Conference on AI, Ethics, and Society, Virtual
Event, USA, May 19-21, 2021},
pages = {55--65},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3461702.3462521},
doi = {10.1145/3461702.3462521},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aies/DaiFL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aies/FogliatoXLNC21,
author = {Riccardo Fogliato and
Alice Xiang and
Zachary C. Lipton and
Daniel Nagin and
Alexandra Chouldechova},
editor = {Marion Fourcade and
Benjamin Kuipers and
Seth Lazar and
Deirdre K. Mulligan},
title = {On the Validity of Arrest as a Proxy for Offense: Race and the Likelihood
of Arrest for Violent Crimes},
booktitle = {{AIES} '21: {AAAI/ACM} Conference on AI, Ethics, and Society, Virtual
Event, USA, May 19-21, 2021},
pages = {100--111},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3461702.3462538},
doi = {10.1145/3461702.3462538},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aies/FogliatoXLNC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/GanLLT21,
author = {Kyra Gan and
Andrew A. Li and
Zachary Chase Lipton and
Sridhar R. Tayur},
editor = {Arindam Banerjee and
Kenji Fukumizu},
title = {Causal Inference with Selectively Deconfounded Data},
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 = {2791--2799},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v130/gan21a.html},
timestamp = {Wed, 14 Apr 2021 16:51:37 +0200},
biburl = {https://dblp.org/rec/conf/aistats/GanLLT21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/amia/0001ZWL21,
author = {Cheng Cheng and
Helen Zhou and
Jeremy C. Weiss and
Zachary C. Lipton},
title = {Unpacking the Drop in {COVID-19} Case Fatality Rates: {A} Study of
National and Florida Line-Level Data},
booktitle = {{AMIA} 2021, American Medical Informatics Association Annual Symposium,
San Diego, CA, USA, October 30, 2021 - November 3, 2021},
publisher = {{AMIA}},
year = {2021},
url = {https://knowledge.amia.org/74229-amia-1.4622266/t003-1.4626466/t003-1.4626467/3576813-1.4626780/3576511-1.4626777},
timestamp = {Wed, 17 Apr 2024 11:46:53 +0200},
biburl = {https://dblp.org/rec/conf/amia/0001ZWL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/clef/TyoDL21,
author = {Jacob Tyo and
Bhuwan Dhingra and
Zachary C. Lipton},
editor = {Guglielmo Faggioli and
Nicola Ferro and
Alexis Joly and
Maria Maistro and
Florina Piroi},
title = {Siamese Bert for Authorship Verification},
booktitle = {Proceedings of the Working Notes of {CLEF} 2021 - Conference and Labs
of the Evaluation Forum, Bucharest, Romania, September 21st - to -
24th, 2021},
series = {{CEUR} Workshop Proceedings},
volume = {2936},
pages = {2169--2177},
publisher = {CEUR-WS.org},
year = {2021},
url = {https://ceur-ws.org/Vol-2936/paper-193.pdf},
timestamp = {Fri, 10 Mar 2023 16:23:42 +0100},
biburl = {https://dblp.org/rec/conf/clef/TyoDL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/KrishnaBL21,
author = {Kundan Krishna and
Jeffrey P. Bigham and
Zachary C. Lipton},
editor = {Marie{-}Francine Moens and
Xuanjing Huang and
Lucia Specia and
Scott Wen{-}tau Yih},
title = {Does Pretraining for Summarization Require Knowledge Transfer?},
booktitle = {Findings of the Association for Computational Linguistics: {EMNLP}
2021, Virtual Event / Punta Cana, Dominican Republic, 16-20 November,
2021},
pages = {3178--3189},
publisher = {Association for Computational Linguistics},
year = {2021},
url = {https://doi.org/10.18653/v1/2021.findings-emnlp.273},
doi = {10.18653/V1/2021.FINDINGS-EMNLP.273},
timestamp = {Fri, 16 Feb 2024 08:27:36 +0100},
biburl = {https://dblp.org/rec/conf/emnlp/KrishnaBL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/LowellHLW21,
author = {David Lowell and
Brian E. Howard and
Zachary C. Lipton and
Byron C. Wallace},
editor = {Marie{-}Francine Moens and
Xuanjing Huang and
Lucia Specia and
Scott Wen{-}tau Yih},
title = {Unsupervised Data Augmentation with Naive Augmentation and without
Unlabeled Data},
booktitle = {Proceedings of the 2021 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2021, Virtual Event / Punta Cana, Dominican
Republic, 7-11 November, 2021},
pages = {4992--5001},
publisher = {Association for Computational Linguistics},
year = {2021},
url = {https://doi.org/10.18653/v1/2021.emnlp-main.408},
doi = {10.18653/V1/2021.EMNLP-MAIN.408},
timestamp = {Fri, 16 Feb 2024 08:27:36 +0100},
biburl = {https://dblp.org/rec/conf/emnlp/LowellHLW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/KaushikSHL21,
author = {Divyansh Kaushik and
Amrith Setlur and
Eduard H. Hovy and
Zachary Chase Lipton},
title = {Explaining the Efficacy of Counterfactually Augmented Data},
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=HHiiQKWsOcV},
timestamp = {Wed, 23 Jun 2021 17:36:39 +0200},
biburl = {https://dblp.org/rec/conf/iclr/KaushikSHL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GargBKL21,
author = {Saurabh Garg and
Sivaraman Balakrishnan and
J. Zico Kolter and
Zachary C. Lipton},
editor = {Marina Meila and
Tong Zhang},
title = {{RATT:} Leveraging Unlabeled Data to Guarantee Generalization},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {3598--3609},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/garg21a.html},
timestamp = {Tue, 12 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/GargBKL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GargZPPKLBSR21,
author = {Saurabh Garg and
Joshua Zhanson and
Emilio Parisotto and
Adarsh Prasad and
J. Zico Kolter and
Zachary C. Lipton and
Sivaraman Balakrishnan and
Ruslan Salakhutdinov and
Pradeep Ravikumar},
editor = {Marina Meila and
Tong Zhang},
title = {On Proximal Policy Optimization's Heavy-tailed Gradients},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {3610--3619},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/garg21b.html},
timestamp = {Tue, 12 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/GargZPPKLBSR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GuptaWLW21,
author = {Shantanu Gupta and
Hao Wang and
Zachary C. Lipton and
Yuyang Wang},
editor = {Marina Meila and
Tong Zhang},
title = {Correcting Exposure Bias for Link Recommendation},
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 = {3953--3963},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/gupta21c.html},
timestamp = {Tue, 12 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/GuptaWLW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LeqiKLM21,
author = {Liu Leqi and
Fatma Kilin{\c{c}}{-}Karzan and
Zachary C. Lipton and
Alan L. Montgomery},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Rebounding Bandits for Modeling Satiation Effects},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {4003--4014},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/2109737282d2c2de4fc5534be26c9bb6-Abstract.html},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/LeqiKLM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/GargWSBL21,
author = {Saurabh Garg and
Yifan Wu and
Alexander J. Smola and
Sivaraman Balakrishnan and
Zachary C. Lipton},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Mixture Proportion Estimation and {PU} Learning: {A} Modern Approach},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {8532--8544},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/47b4f1bfdf6d298682e610ad74b37dca-Abstract.html},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/GargWSBL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/MarwahLR21,
author = {Tanya Marwah and
Zachary C. Lipton and
Andrej Risteski},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Parametric Complexity Bounds for Approximating PDEs with Neural Networks},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {15044--15055},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/7edccc661418aeb5761dbcdc06ad490c-Abstract.html},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/MarwahLR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/GuptaLC21,
author = {Shantanu Gupta and
Zachary C. Lipton and
David Childers},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Efficient Online Estimation of Causal Effects by Deciding What to
Observe},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {20995--21007},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/af8d1eb220186400c494db7091e402b0-Abstract.html},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/GuptaLC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/HuangLLA21,
author = {Audrey Huang and
Liu Leqi and
Zachary C. Lipton and
Kamyar Azizzadenesheli},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Off-Policy Risk Assessment in Contextual Bandits},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {23714--23726},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/c7502c55f8db540625b59d9a42638520-Abstract.html},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/HuangLLA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/GuptaLC21,
author = {Shantanu Gupta and
Zachary C. Lipton and
David Childers},
editor = {Cassio P. de Campos and
Marloes H. Maathuis and
Erik Quaeghebeur},
title = {Estimating treatment effects with observed confounders and mediators},
booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial
Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021},
series = {Proceedings of Machine Learning Research},
volume = {161},
pages = {982--991},
publisher = {{AUAI} Press},
year = {2021},
url = {https://proceedings.mlr.press/v161/gupta21b.html},
timestamp = {Fri, 17 Dec 2021 17:06:27 +0100},
biburl = {https://dblp.org/rec/conf/uai/GuptaLC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-10264,
author = {Saurabh Garg and
Joshua Zhanson and
Emilio Parisotto and
Adarsh Prasad and
J. Zico Kolter and
Sivaraman Balakrishnan and
Zachary C. Lipton and
Ruslan Salakhutdinov and
Pradeep Ravikumar},
title = {On Proximal Policy Optimization's Heavy-tailed Gradients},
journal = {CoRR},
volume = {abs/2102.10264},
year = {2021},
url = {https://arxiv.org/abs/2102.10264},
eprinttype = {arXiv},
eprint = {2102.10264},
timestamp = {Wed, 24 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2102-10264.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2103-02138,
author = {Tanya Marwah and
Zachary C. Lipton and
Andrej Risteski},
title = {Parametric Complexity Bounds for Approximating PDEs with Neural Networks},
journal = {CoRR},
volume = {abs/2103.02138},
year = {2021},
url = {https://arxiv.org/abs/2103.02138},
eprinttype = {arXiv},
eprint = {2103.02138},
timestamp = {Thu, 04 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2103-02138.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2103-02827,
author = {Audrey Huang and
Liu Leqi and
Zachary C. Lipton and
Kamyar Azizzadenesheli},
title = {On the Convergence and Optimality of Policy Gradient for Markov Coherent
Risk},
journal = {CoRR},
volume = {abs/2103.02827},
year = {2021},
url = {https://arxiv.org/abs/2103.02827},
eprinttype = {arXiv},
eprint = {2103.02827},
timestamp = {Mon, 15 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2103-02827.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2104-08977,
author = {Audrey Huang and
Liu Leqi and
Zachary C. Lipton and
Kamyar Azizzadenesheli},
title = {Off-Policy Risk Assessment in Contextual Bandits},
journal = {CoRR},
volume = {abs/2104.08977},
year = {2021},
url = {https://arxiv.org/abs/2104.08977},
eprinttype = {arXiv},
eprint = {2104.08977},
timestamp = {Mon, 26 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2104-08977.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2105-00303,
author = {Saurabh Garg and
Sivaraman Balakrishnan and
J. Zico Kolter and
Zachary C. Lipton},
title = {{RATT:} Leveraging Unlabeled Data to Guarantee Generalization},
journal = {CoRR},
volume = {abs/2105.00303},
year = {2021},
url = {https://arxiv.org/abs/2105.00303},
eprinttype = {arXiv},
eprint = {2105.00303},
timestamp = {Wed, 12 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2105-00303.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-00872,
author = {Divyansh Kaushik and
Douwe Kiela and
Zachary C. Lipton and
Wen{-}tau Yih},
title = {On the Efficacy of Adversarial Data Collection for Question Answering:
Results from a Large-Scale Randomized Study},
journal = {CoRR},
volume = {abs/2106.00872},
year = {2021},
url = {https://arxiv.org/abs/2106.00872},
eprinttype = {arXiv},
eprint = {2106.00872},
timestamp = {Wed, 09 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-00872.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-07041,
author = {Shantanu Gupta and
Hao Wang and
Zachary C. Lipton and
Yuyang Wang},
title = {Correcting Exposure Bias for Link Recommendation},
journal = {CoRR},
volume = {abs/2106.07041},
year = {2021},
url = {https://arxiv.org/abs/2106.07041},
eprinttype = {arXiv},
eprint = {2106.07041},
timestamp = {Fri, 28 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-07041.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-11342,
author = {Aston Zhang and
Zachary C. Lipton and
Mu Li and
Alexander J. Smola},
title = {Dive into Deep Learning},
journal = {CoRR},
volume = {abs/2106.11342},
year = {2021},
url = {https://arxiv.org/abs/2106.11342},
eprinttype = {arXiv},
eprint = {2106.11342},
timestamp = {Wed, 30 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-11342.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2107-00441,
author = {Liu Leqi and
Dylan Hadfield{-}Menell and
Zachary C. Lipton},
title = {When Curation Becomes Creation: Algorithms, Microcontent, and the
Vanishing Distinction between Platforms and Creators},
journal = {CoRR},
volume = {abs/2107.00441},
year = {2021},
url = {https://arxiv.org/abs/2107.00441},
eprinttype = {arXiv},
eprint = {2107.00441},
timestamp = {Wed, 07 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2107-00441.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2108-09265,
author = {Shantanu Gupta and
Zachary C. Lipton and
David Childers},
title = {Efficient Online Estimation of Causal Effects by Deciding What to
Observe},
journal = {CoRR},
volume = {abs/2108.09265},
year = {2021},
url = {https://arxiv.org/abs/2108.09265},
eprinttype = {arXiv},
eprint = {2108.09265},
timestamp = {Mon, 23 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2108-09265.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2109-01443,
author = {Riccardo Fogliato and
Alexandra Chouldechova and
Zachary C. Lipton},
title = {The Impact of Algorithmic Risk Assessments on Human Predictions and
its Analysis via Crowdsourcing Studies},
journal = {CoRR},
volume = {abs/2109.01443},
year = {2021},
url = {https://arxiv.org/abs/2109.01443},
eprinttype = {arXiv},
eprint = {2109.01443},
timestamp = {Tue, 12 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2109-01443.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2109-04953,
author = {Kundan Krishna and
Jeffrey P. Bigham and
Zachary C. Lipton},
title = {Does Pretraining for Summarization Require Knowledge Transfer?},
journal = {CoRR},
volume = {abs/2109.04953},
year = {2021},
url = {https://arxiv.org/abs/2109.04953},
eprinttype = {arXiv},
eprint = {2109.04953},
timestamp = {Tue, 21 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2109-04953.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-07566,
author = {Anurag Katakkar and
Weiqin Wang and
Clay H. Yoo and
Zachary C. Lipton and
Divyansh Kaushik},
title = {Practical Benefits of Feature Feedback Under Distribution Shift},
journal = {CoRR},
volume = {abs/2110.07566},
year = {2021},
url = {https://arxiv.org/abs/2110.07566},
eprinttype = {arXiv},
eprint = {2110.07566},
timestamp = {Fri, 22 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-07566.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2111-00980,
author = {Saurabh Garg and
Yifan Wu and
Alex Smola and
Sivaraman Balakrishnan and
Zachary C. Lipton},
title = {Mixture Proportion Estimation and {PU} Learning: {A} Modern Approach},
journal = {CoRR},
volume = {abs/2111.00980},
year = {2021},
url = {https://arxiv.org/abs/2111.00980},
eprinttype = {arXiv},
eprint = {2111.00980},
timestamp = {Fri, 05 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2111-00980.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2112-09669,
author = {Siddhant Arora and
Danish Pruthi and
Norman M. Sadeh and
William W. Cohen and
Zachary C. Lipton and
Graham Neubig},
title = {Explain, Edit, and Understand: Rethinking User Study Design for Evaluating
Model Explanations},
journal = {CoRR},
volume = {abs/2112.09669},
year = {2021},
url = {https://arxiv.org/abs/2112.09669},
eprinttype = {arXiv},
eprint = {2112.09669},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2112-09669.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/KossaifiLKKFA20,
author = {Jean Kossaifi and
Zachary C. Lipton and
Arinbj{\"{o}}rn Kolbeinsson and
Aran Khanna and
Tommaso Furlanello and
Anima Anandkumar},
title = {Tensor Regression Networks},
journal = {J. Mach. Learn. Res.},
volume = {21},
pages = {123:1--123:21},
year = {2020},
url = {http://jmlr.org/papers/v21/18-503.html},
timestamp = {Wed, 18 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jmlr/KossaifiLKKFA20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/PruthiGDNL20,
author = {Danish Pruthi and
Mansi Gupta and
Bhuwan Dhingra and
Graham Neubig and
Zachary C. Lipton},
editor = {Dan Jurafsky and
Joyce Chai and
Natalie Schluter and
Joel R. Tetreault},
title = {Learning to Deceive with Attention-Based Explanations},
booktitle = {Proceedings of the 58th Annual Meeting of the Association for Computational
Linguistics, {ACL} 2020, Online, July 5-10, 2020},
pages = {4782--4793},
publisher = {Association for Computational Linguistics},
year = {2020},
url = {https://doi.org/10.18653/v1/2020.acl-main.432},
doi = {10.18653/V1/2020.ACL-MAIN.432},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/PruthiGDNL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aies/FazelpourL20,
author = {Sina Fazelpour and
Zachary C. Lipton},
editor = {Annette N. Markham and
Julia Powles and
Toby Walsh and
Anne L. Washington},
title = {Algorithmic Fairness from a Non-ideal Perspective},
booktitle = {{AIES} '20: {AAAI/ACM} Conference on AI, Ethics, and Society, New
York, NY, USA, February 7-8, 2020},
pages = {57--63},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3375627.3375828},
doi = {10.1145/3375627.3375828},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aies/FazelpourL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aime/Zhou0LCW20,
author = {Helen Zhou and
Cheng Cheng and
Zachary C. Lipton and
George H. Chen and
Jeremy C. Weiss},
editor = {Martin Michalowski and
Robert Moskovitch},
title = {Mortality Risk Score for Critically Ill Patients with Viral or Unspecified
Pneumonia: Assisting Clinicians with {COVID-19} {ECMO} Planning},
booktitle = {Artificial Intelligence in Medicine - 18th International Conference
on Artificial Intelligence in Medicine, {AIME} 2020, Minneapolis,
MN, USA, August 25-28, 2020, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12299},
pages = {336--347},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-59137-3\_30},
doi = {10.1007/978-3-030-59137-3\_30},
timestamp = {Wed, 16 Mar 2022 23:56:04 +0100},
biburl = {https://dblp.org/rec/conf/aime/Zhou0LCW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/PruthiDNL20,
author = {Danish Pruthi and
Bhuwan Dhingra and
Graham Neubig and
Zachary C. Lipton},
editor = {Trevor Cohn and
Yulan He and
Yang Liu},
title = {Weakly- and Semi-supervised Evidence Extraction},
booktitle = {Findings of the Association for Computational Linguistics: {EMNLP}
2020, Online Event, 16-20 November 2020},
series = {Findings of {ACL}},
volume = {{EMNLP} 2020},
pages = {3965--3970},
publisher = {Association for Computational Linguistics},
year = {2020},
url = {https://doi.org/10.18653/v1/2020.findings-emnlp.353},
doi = {10.18653/V1/2020.FINDINGS-EMNLP.353},
timestamp = {Wed, 23 Mar 2022 10:11:55 +0100},
biburl = {https://dblp.org/rec/conf/emnlp/PruthiDNL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/WangLT20,
author = {Zirui Wang and
Zachary C. Lipton and
Yulia Tsvetkov},
editor = {Bonnie Webber and
Trevor Cohn and
Yulan He and
Yang Liu},
title = {On Negative Interference in Multilingual Models: Findings and {A}
Meta-Learning Treatment},
booktitle = {Proceedings of the 2020 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2020, Online, November 16-20, 2020},
pages = {4438--4450},
publisher = {Association for Computational Linguistics},
year = {2020},
url = {https://doi.org/10.18653/v1/2020.emnlp-main.359},
doi = {10.18653/V1/2020.EMNLP-MAIN.359},
timestamp = {Wed, 23 Mar 2022 10:11:55 +0100},
biburl = {https://dblp.org/rec/conf/emnlp/WangLT20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/forc/CohenLM20,
author = {Lee Cohen and
Zachary C. Lipton and
Yishay Mansour},
editor = {Aaron Roth},
title = {Efficient Candidate Screening Under Multiple Tests and Implications
for Fairness},
booktitle = {1st Symposium on Foundations of Responsible Computing, {FORC} 2020,
June 1-3, 2020, Harvard University, Cambridge, MA, {USA} (virtual
conference)},
series = {LIPIcs},
volume = {156},
pages = {1:1--1:20},
publisher = {Schloss Dagstuhl - Leibniz-Zentrum f{\"{u}}r Informatik},
year = {2020},
url = {https://doi.org/10.4230/LIPIcs.FORC.2020.1},
doi = {10.4230/LIPICS.FORC.2020.1},
timestamp = {Wed, 22 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/forc/CohenLM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/KaushikHL20,
author = {Divyansh Kaushik and
Eduard H. Hovy and
Zachary Chase Lipton},
title = {Learning The Difference That Makes {A} Difference With Counterfactually-Augmented
Data},
booktitle = {8th International Conference on Learning Representations, {ICLR} 2020,
Addis Ababa, Ethiopia, April 26-30, 2020},
publisher = {OpenReview.net},
year = {2020},
url = {https://openreview.net/forum?id=Sklgs0NFvr},
timestamp = {Thu, 07 May 2020 17:11:47 +0200},
biburl = {https://dblp.org/rec/conf/iclr/KaushikHL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ChauhanAL20,
author = {Lakshay Chauhan and
John Alberg and
Zachary C. Lipton},
title = {Uncertainty-Aware Lookahead Factor Models for Quantitative Investing},
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 = {1489--1499},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/chauhan20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/ChauhanAL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/GargWBL20,
author = {Saurabh Garg and
Yifan Wu and
Sivaraman Balakrishnan and
Zachary C. Lipton},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {A Unified View of Label Shift Estimation},
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/219e052492f4008818b8adb6366c7ed6-Abstract.html},
timestamp = {Tue, 19 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/GargWBL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/ShahL20,
author = {Nihar B. Shah and
Zachary C. Lipton},
editor = {David Maier and
Rachel Pottinger and
AnHai Doan and
Wang{-}Chiew Tan and
Abdussalam Alawini and
Hung Q. Ngo},
title = {{SIGMOD} 2020 Tutorial on Fairness and Bias in Peer Review and Other
Sociotechnical Intelligent Systems},
booktitle = {Proceedings of the 2020 International Conference on Management of
Data, {SIGMOD} Conference 2020, online conference [Portland, OR, USA],
June 14-19, 2020},
pages = {2637--2640},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3318464.3383129},
doi = {10.1145/3318464.3383129},
timestamp = {Wed, 04 May 2022 13:02:28 +0200},
biburl = {https://dblp.org/rec/conf/sigmod/ShahL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsdm/Lipton20,
author = {Zachary C. Lipton},
editor = {Carsten Eickhoff and
Yubin Kim and
Ryen W. White},
title = {Machine Learning for Healthcare: Beyond i.i.d. Prediction},
booktitle = {Proceedings of the {ACM} {WSDM} 2020 Health Search and Data Mining
Workshop, co-located with the 13th {ACM} International {WSDM} Conference,
HSDM@WSDM 2020, Houston, TX, USA, February 3, 2020},
series = {{CEUR} Workshop Proceedings},
volume = {2551},
pages = {1},
publisher = {CEUR-WS.org},
year = {2020},
url = {https://ceur-ws.org/Vol-2551/keynote-01.pdf},
timestamp = {Fri, 10 Mar 2023 16:22:20 +0100},
biburl = {https://dblp.org/rec/conf/wsdm/Lipton20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2001-09773,
author = {Sina Fazelpour and
Zachary C. Lipton},
title = {Algorithmic Fairness from a Non-ideal Perspective},
journal = {CoRR},
volume = {abs/2001.09773},
year = {2020},
url = {https://arxiv.org/abs/2001.09773},
eprinttype = {arXiv},
eprint = {2001.09773},
timestamp = {Thu, 30 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2001-09773.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-10021,
author = {Jacob Tyo and
Zachary C. Lipton},
title = {How Transferable are the Representations Learned by Deep {Q} Agents?},
journal = {CoRR},
volume = {abs/2002.10021},
year = {2020},
url = {https://arxiv.org/abs/2002.10021},
eprinttype = {arXiv},
eprint = {2002.10021},
timestamp = {Tue, 12 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-10021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-11096,
author = {Kyra Gan and
Andrew A. Li and
Zachary C. Lipton and
Sridhar R. Tayur},
title = {Causal Inference With Selectively-Deconfounded Data},
journal = {CoRR},
volume = {abs/2002.11096},
year = {2020},
url = {https://arxiv.org/abs/2002.11096},
eprinttype = {arXiv},
eprint = {2002.11096},
timestamp = {Thu, 17 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-11096.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2003-07554,
author = {Saurabh Garg and
Yifan Wu and
Sivaraman Balakrishnan and
Zachary C. Lipton},
title = {A Unified View of Label Shift Estimation},
journal = {CoRR},
volume = {abs/2003.07554},
year = {2020},
url = {https://arxiv.org/abs/2003.07554},
eprinttype = {arXiv},
eprint = {2003.07554},
timestamp = {Tue, 24 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2003-07554.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2003-11991,
author = {Shantanu Gupta and
Zachary C. Lipton and
David Childers},
title = {Estimating Treatment Effects with Observed Confounders and Mediators},
journal = {CoRR},
volume = {abs/2003.11991},
year = {2020},
url = {https://arxiv.org/abs/2003.11991},
eprinttype = {arXiv},
eprint = {2003.11991},
timestamp = {Thu, 02 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2003-11991.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2005-01795,
author = {Kundan Krishna and
Sopan Khosla and
Jeffrey P. Bigham and
Zachary C. Lipton},
title = {Generating {SOAP} Notes from Doctor-Patient Conversations},
journal = {CoRR},
volume = {abs/2005.01795},
year = {2020},
url = {https://arxiv.org/abs/2005.01795},
eprinttype = {arXiv},
eprint = {2005.01795},
timestamp = {Fri, 08 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2005-01795.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-01898,
author = {Helen Zhou and
Cheng Cheng and
Zachary C. Lipton and
George H. Chen and
Jeremy C. Weiss},
title = {Predicting Mortality Risk in Viral and Unspecified Pneumonia to Assist
Clinicians with {COVID-19} {ECMO} Planning},
journal = {CoRR},
volume = {abs/2006.01898},
year = {2020},
url = {https://arxiv.org/abs/2006.01898},
eprinttype = {arXiv},
eprint = {2006.01898},
timestamp = {Mon, 31 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-01898.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-04082,
author = {Lakshay Chauhan and
John Alberg and
Zachary C. Lipton},
title = {Uncertainty-Aware Lookahead Factor Models for Quantitative Investing},
journal = {CoRR},
volume = {abs/2007.04082},
year = {2020},
url = {https://arxiv.org/abs/2007.04082},
eprinttype = {arXiv},
eprint = {2007.04082},
timestamp = {Wed, 22 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2007-04082.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-07151,
author = {Kundan Krishna and
Amy Pavel and
Benjamin Schloss and
Jeffrey P. Bigham and
Zachary C. Lipton},
title = {Extracting Structured Data from Physician-Patient Conversations By
Predicting Noteworthy Utterances},
journal = {CoRR},
volume = {abs/2007.07151},
year = {2020},
url = {https://arxiv.org/abs/2007.07151},
eprinttype = {arXiv},
eprint = {2007.07151},
timestamp = {Tue, 21 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2007-07151.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-02114,
author = {Divyansh Kaushik and
Amrith Setlur and
Eduard H. Hovy and
Zachary C. Lipton},
title = {Explaining The Efficacy of Counterfactually-Augmented Data},
journal = {CoRR},
volume = {abs/2010.02114},
year = {2020},
url = {https://arxiv.org/abs/2010.02114},
eprinttype = {arXiv},
eprint = {2010.02114},
timestamp = {Mon, 12 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-02114.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-03017,
author = {Zirui Wang and
Zachary C. Lipton and
Yulia Tsvetkov},
title = {On Negative Interference in Multilingual Models: Findings and {A}
Meta-Learning Treatment},
journal = {CoRR},
volume = {abs/2010.03017},
year = {2020},
url = {https://arxiv.org/abs/2010.03017},
eprinttype = {arXiv},
eprint = {2010.03017},
timestamp = {Tue, 13 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-03017.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-11966,
author = {David Lowell and
Brian E. Howard and
Zachary C. Lipton and
Byron C. Wallace},
title = {Unsupervised Data Augmentation with Naive Augmentation and without
Unlabeled Data},
journal = {CoRR},
volume = {abs/2010.11966},
year = {2020},
url = {https://arxiv.org/abs/2010.11966},
eprinttype = {arXiv},
eprint = {2010.11966},
timestamp = {Tue, 27 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-11966.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-01459,
author = {Danish Pruthi and
Bhuwan Dhingra and
Graham Neubig and
Zachary C. Lipton},
title = {Weakly- and Semi-supervised Evidence Extraction},
journal = {CoRR},
volume = {abs/2011.01459},
year = {2020},
url = {https://arxiv.org/abs/2011.01459},
eprinttype = {arXiv},
eprint = {2011.01459},
timestamp = {Fri, 06 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2011-01459.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-03654,
author = {Jessica Dai and
Sina Fazelpour and
Zachary C. Lipton},
title = {Fair Machine Learning Under Partial Compliance},
journal = {CoRR},
volume = {abs/2011.03654},
year = {2020},
url = {https://arxiv.org/abs/2011.03654},
eprinttype = {arXiv},
eprint = {2011.03654},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2011-03654.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-06741,
author = {Liu Leqi and
Fatma Kilin{\c{c}}{-}Karzan and
Zachary C. Lipton and
Alan L. Montgomery},
title = {Rebounding Bandits for Modeling Satiation Effects},
journal = {CoRR},
volume = {abs/2011.06741},
year = {2020},
url = {https://arxiv.org/abs/2011.06741},
eprinttype = {arXiv},
eprint = {2011.06741},
timestamp = {Wed, 18 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2011-06741.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-13477,
author = {Nicholas Roberts and
Davis Liang and
Graham Neubig and
Zachary C. Lipton},
title = {Decoding and Diversity in Machine Translation},
journal = {CoRR},
volume = {abs/2011.13477},
year = {2020},
url = {https://arxiv.org/abs/2011.13477},
eprinttype = {arXiv},
eprint = {2011.13477},
timestamp = {Tue, 01 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2011-13477.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-00893,
author = {Danish Pruthi and
Bhuwan Dhingra and
Livio Baldini Soares and
Michael Collins and
Zachary C. Lipton and
Graham Neubig and
William W. Cohen},
title = {Evaluating Explanations: How much do explanations from the teacher
aid students?},
journal = {CoRR},
volume = {abs/2012.00893},
year = {2020},
url = {https://arxiv.org/abs/2012.00893},
eprinttype = {arXiv},
eprint = {2012.00893},
timestamp = {Fri, 04 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2012-00893.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cacm/LiptonS19,
author = {Zachary C. Lipton and
Jacob Steinhardt},
title = {Research for practice: troubling trends in machine-learning scholarship},
journal = {Commun. {ACM}},
volume = {62},
number = {6},
pages = {45--53},
year = {2019},
url = {https://doi.org/10.1145/3316774},
doi = {10.1145/3316774},
timestamp = {Tue, 04 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cacm/LiptonS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/queue/LiptonS19,
author = {Zachary C. Lipton and
Jacob Steinhardt},
title = {Troubling Trends in Machine Learning Scholarship},
journal = {{ACM} Queue},
volume = {17},
number = {1},
pages = {80},
year = {2019},
url = {https://doi.org/10.1145/3317287.3328534},
doi = {10.1145/3317287.3328534},
timestamp = {Tue, 14 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/queue/LiptonS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/PruthiDL19,
author = {Danish Pruthi and
Bhuwan Dhingra and
Zachary C. Lipton},
editor = {Anna Korhonen and
David R. Traum and
Llu{\'{\i}}s M{\`{a}}rquez},
title = {Combating Adversarial Misspellings with Robust Word Recognition},
booktitle = {Proceedings of the 57th Conference of the Association for Computational
Linguistics, {ACL} 2019, Florence, Italy, July 28- August 2, 2019,
Volume 1: Long Papers},
pages = {5582--5591},
publisher = {Association for Computational Linguistics},
year = {2019},
url = {https://doi.org/10.18653/v1/p19-1561},
doi = {10.18653/V1/P19-1561},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/PruthiDL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/LowellLW19,
author = {David Lowell and
Zachary C. Lipton and
Byron C. Wallace},
editor = {Kentaro Inui and
Jing Jiang and
Vincent Ng and
Xiaojun Wan},
title = {Practical Obstacles to Deploying Active Learning},
booktitle = {Proceedings of the 2019 Conference on Empirical Methods in Natural
Language Processing and the 9th International Joint Conference on
Natural Language Processing, {EMNLP-IJCNLP} 2019, Hong Kong, China,
November 3-7, 2019},
pages = {21--30},
publisher = {Association for Computational Linguistics},
year = {2019},
url = {https://doi.org/10.18653/v1/D19-1003},
doi = {10.18653/V1/D19-1003},
timestamp = {Thu, 07 Apr 2022 09:14:07 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/LowellLW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/JainPL19,
author = {Alankar Jain and
Bhargavi Paranjape and
Zachary C. Lipton},
editor = {Kentaro Inui and
Jing Jiang and
Vincent Ng and
Xiaojun Wan},
title = {Entity Projection via Machine Translation for Cross-Lingual {NER}},
booktitle = {Proceedings of the 2019 Conference on Empirical Methods in Natural
Language Processing and the 9th International Joint Conference on
Natural Language Processing, {EMNLP-IJCNLP} 2019, Hong Kong, China,
November 3-7, 2019},
pages = {1083--1092},
publisher = {Association for Computational Linguistics},
year = {2019},
url = {https://doi.org/10.18653/v1/D19-1100},
doi = {10.18653/V1/D19-1100},
timestamp = {Thu, 12 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/emnlp/JainPL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/HuLAR19,
author = {Peiyun Hu and
Zachary C. Lipton and
Anima Anandkumar and
Deva Ramanan},
title = {Active Learning with Partial Feedback},
booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
New Orleans, LA, USA, May 6-9, 2019},
publisher = {OpenReview.net},
year = {2019},
url = {https://openreview.net/forum?id=HJfSEnRqKQ},
timestamp = {Thu, 25 Jul 2019 13:03:15 +0200},
biburl = {https://dblp.org/rec/conf/iclr/HuLAR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/WangHLX19,
author = {Haohan Wang and
Zexue He and
Zachary C. Lipton and
Eric P. Xing},
title = {Learning Robust Representations by Projecting Superficial Statistics
Out},
booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
New Orleans, LA, USA, May 6-9, 2019},
publisher = {OpenReview.net},
year = {2019},
url = {https://openreview.net/forum?id=rJEjjoR9K7},
timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/WangHLX19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ByrdL19,
author = {Jonathon Byrd and
Zachary Chase Lipton},
editor = {Kamalika Chaudhuri and
Ruslan Salakhutdinov},
title = {What is the Effect of Importance Weighting in Deep Learning?},
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 = {872--881},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v97/byrd19a.html},
timestamp = {Tue, 11 Jun 2019 15:37:38 +0200},
biburl = {https://dblp.org/rec/conf/icml/ByrdL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/WuWKL19,
author = {Yifan Wu and
Ezra Winston and
Divyansh Kaushik and
Zachary C. Lipton},
editor = {Kamalika Chaudhuri and
Ruslan Salakhutdinov},
title = {Domain Adaptation with Asymmetrically-Relaxed Distribution Alignment},
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 = {6872--6881},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v97/wu19f.html},
timestamp = {Tue, 11 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/WuWKL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/GuptaKCRL19,
author = {Mansi Gupta and
Nitish Kulkarni and
Raghuveer Chanda and
Anirudha Rayasam and
Zachary C. Lipton},
editor = {Sarit Kraus},
title = {AmazonQA: {A} Review-Based Question Answering Task},
booktitle = {Proceedings of the Twenty-Eighth International Joint Conference on
Artificial Intelligence, {IJCAI} 2019, Macao, China, August 10-16,
2019},
pages = {4996--5002},
publisher = {ijcai.org},
year = {2019},
url = {https://doi.org/10.24963/ijcai.2019/694},
doi = {10.24963/IJCAI.2019/694},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/GuptaKCRL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlhc/LauNGDML19,
author = {Tingfung Lau and
Nathan Ng and
Julian Gingold and
Nina Desai and
Julian J. McAuley and
Zachary C. Lipton},
editor = {Finale Doshi{-}Velez and
Jim Fackler and
Ken Jung and
David C. Kale and
Rajesh Ranganath and
Byron C. Wallace and
Jenna Wiens},
title = {Embryo Staging with Weakly-Supervised Region Selection and Dynamically-Decoded
Predictions},
booktitle = {Proceedings of the Machine Learning for Healthcare Conference, {MLHC}
2019, 9-10 August 2019, Ann Arbor, Michigan, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {106},
pages = {663--679},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v106/lau19a.html},
timestamp = {Fri, 27 Nov 2020 15:17:46 +0100},
biburl = {https://dblp.org/rec/conf/mlhc/LauNGDML19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/RabanserGL19,
author = {Stephan Rabanser and
Stephan G{\"{u}}nnemann and
Zachary C. Lipton},
editor = {Hanna M. Wallach and
Hugo Larochelle and
Alina Beygelzimer and
Florence d'Alch{\'{e}}{-}Buc and
Emily B. Fox and
Roman Garnett},
title = {Failing Loudly: An Empirical Study of Methods for Detecting Dataset
Shift},
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 = {1394--1406},
year = {2019},
url = {https://proceedings.neurips.cc/paper/2019/hash/846c260d715e5b854ffad5f70a516c88-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/RabanserGL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/YangLWLRMC19,
author = {Fan Yang and
Liu Leqi and
Yifan Wu and
Zachary Chase Lipton and
Pradeep Ravikumar and
Tom M. Mitchell and
William W. Cohen},
editor = {Hanna M. Wallach and
Hugo Larochelle and
Alina Beygelzimer and
Florence d'Alch{\'{e}}{-}Buc and
Emily B. Fox and
Roman Garnett},
title = {Game Design for Eliciting Distinguishable Behavior},
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 = {4686--4695},
year = {2019},
url = {https://proceedings.neurips.cc/paper/2019/hash/cc70903297fe1e25537ae50aea186306-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/YangLWLRMC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/WangGLX19,
author = {Haohan Wang and
Songwei Ge and
Zachary C. Lipton and
Eric P. Xing},
editor = {Hanna M. Wallach and
Hugo Larochelle and
Alina Beygelzimer and
Florence d'Alch{\'{e}}{-}Buc and
Emily B. Fox and
Roman Garnett},
title = {Learning Robust Global Representations by Penalizing Local Predictive
Power},
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 = {10506--10518},
year = {2019},
url = {https://proceedings.neurips.cc/paper/2019/hash/3eefceb8087e964f89c2d59e8a249915-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/WangGLX19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1903-01689,
author = {Yifan Wu and
Ezra Winston and
Divyansh Kaushik and
Zachary C. Lipton},
title = {Domain Adaptation with Asymmetrically-Relaxed Distribution Alignment},
journal = {CoRR},
volume = {abs/1903.01689},
year = {2019},
url = {http://arxiv.org/abs/1903.01689},
eprinttype = {arXiv},
eprint = {1903.01689},
timestamp = {Sat, 30 Mar 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1903-01689.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1903-06256,
author = {Haohan Wang and
Zexue He and
Zachary C. Lipton and
Eric P. Xing},
title = {Learning Robust Representations by Projecting Superficial Statistics
Out},
journal = {CoRR},
volume = {abs/1903.06256},
year = {2019},
url = {http://arxiv.org/abs/1903.06256},
eprinttype = {arXiv},
eprint = {1903.06256},
timestamp = {Mon, 01 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1903-06256.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1904-04419,
author = {Tingfung Lau and
Nathan Ng and
Julian Gingold and
Nina Desai and
Julian J. McAuley and
Zachary C. Lipton},
title = {Embryo staging with weakly-supervised region selection and dynamically-decoded
predictions},
journal = {CoRR},
volume = {abs/1904.04419},
year = {2019},
url = {http://arxiv.org/abs/1904.04419},
eprinttype = {arXiv},
eprint = {1904.04419},
timestamp = {Mon, 22 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1904-04419.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1904-12206,
author = {Mohammad Taha Bahadori and
Zachary Chase Lipton},
title = {Temporal-Clustering Invariance in Irregular Healthcare Time Series},
journal = {CoRR},
volume = {abs/1904.12206},
year = {2019},
url = {http://arxiv.org/abs/1904.12206},
eprinttype = {arXiv},
eprint = {1904.12206},
timestamp = {Thu, 02 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1904-12206.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-11268,
author = {Danish Pruthi and
Bhuwan Dhingra and
Zachary C. Lipton},
title = {Combating Adversarial Misspellings with Robust Word Recognition},
journal = {CoRR},
volume = {abs/1905.11268},
year = {2019},
url = {http://arxiv.org/abs/1905.11268},
eprinttype = {arXiv},
eprint = {1905.11268},
timestamp = {Mon, 03 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-11268.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-11361,
author = {Lee Cohen and
Zachary C. Lipton and
Yishay Mansour},
title = {Efficient candidate screening under multiple tests and implications
for fairness},
journal = {CoRR},
volume = {abs/1905.11361},
year = {2019},
url = {http://arxiv.org/abs/1905.11361},
eprinttype = {arXiv},
eprint = {1905.11361},
timestamp = {Wed, 22 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-11361.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-13549,
author = {Haohan Wang and
Songwei Ge and
Eric P. Xing and
Zachary C. Lipton},
title = {Learning Robust Global Representations by Penalizing Local Predictive
Power},
journal = {CoRR},
volume = {abs/1905.13549},
year = {2019},
url = {http://arxiv.org/abs/1905.13549},
eprinttype = {arXiv},
eprint = {1905.13549},
timestamp = {Mon, 03 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-13549.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-10437,
author = {Amy Zhang and
Zachary C. Lipton and
Luis Pineda and
Kamyar Azizzadenesheli and
Anima Anandkumar and
Laurent Itti and
Joelle Pineau and
Tommaso Furlanello},
title = {Learning Causal State Representations of Partially Observable Environments},
journal = {CoRR},
volume = {abs/1906.10437},
year = {2019},
url = {http://arxiv.org/abs/1906.10437},
eprinttype = {arXiv},
eprint = {1906.10437},
timestamp = {Sat, 23 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1906-10437.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1907-00943,
author = {Xinyang Feng and
Zachary C. Lipton and
Jie Yang and
Scott A. Small and
Frank A. Provenzano},
title = {Estimating brain age based on a healthy population with deep learning
and structural {MRI}},
journal = {CoRR},
volume = {abs/1907.00943},
year = {2019},
url = {http://arxiv.org/abs/1907.00943},
eprinttype = {arXiv},
eprint = {1907.00943},
timestamp = {Fri, 24 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1907-00943.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1908-04364,
author = {Mansi Gupta and
Nitish Kulkarni and
Raghuveer Chanda and
Anirudha Rayasam and
Zachary C. Lipton},
title = {AmazonQA: {A} Review-Based Question Answering Task},
journal = {CoRR},
volume = {abs/1908.04364},
year = {2019},
url = {http://arxiv.org/abs/1908.04364},
eprinttype = {arXiv},
eprint = {1908.04364},
timestamp = {Mon, 19 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1908-04364.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1909-05356,
author = {Alankar Jain and
Bhargavi Paranjape and
Zachary C. Lipton},
title = {Entity Projection via Machine Translation for Cross-Lingual {NER}},
journal = {CoRR},
volume = {abs/1909.05356},
year = {2019},
url = {http://arxiv.org/abs/1909.05356},
eprinttype = {arXiv},
eprint = {1909.05356},
timestamp = {Tue, 17 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1909-05356.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1909-07913,
author = {Danish Pruthi and
Mansi Gupta and
Bhuwan Dhingra and
Graham Neubig and
Zachary C. Lipton},
title = {Learning to Deceive with Attention-Based Explanations},
journal = {CoRR},
volume = {abs/1909.07913},
year = {2019},
url = {http://arxiv.org/abs/1909.07913},
eprinttype = {arXiv},
eprint = {1909.07913},
timestamp = {Tue, 24 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1909-07913.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1909-12434,
author = {Divyansh Kaushik and
Eduard H. Hovy and
Zachary C. Lipton},
title = {Learning the Difference that Makes a Difference with Counterfactually-Augmented
Data},
journal = {CoRR},
volume = {abs/1909.12434},
year = {2019},
url = {http://arxiv.org/abs/1909.12434},
eprinttype = {arXiv},
eprint = {1909.12434},
timestamp = {Mon, 06 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1909-12434.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-00762,
author = {Angela H. Jiang and
Daniel L.{-}K. Wong and
Giulio Zhou and
David G. Andersen and
Jeffrey Dean and
Gregory R. Ganger and
Gauri Joshi and
Michael Kaminsky and
Michael Kozuch and
Zachary C. Lipton and
Padmanabhan Pillai},
title = {Accelerating Deep Learning by Focusing on the Biggest Losers},
journal = {CoRR},
volume = {abs/1910.00762},
year = {2019},
url = {http://arxiv.org/abs/1910.00762},
eprinttype = {arXiv},
eprint = {1910.00762},
timestamp = {Fri, 04 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1910-00762.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-08640,
author = {Simran Kaur and
Jeremy Cohen and
Zachary C. Lipton},
title = {Are Perceptually-Aligned Gradients a General Property of Robust Classifiers?},
journal = {CoRR},
volume = {abs/1910.08640},
year = {2019},
url = {http://arxiv.org/abs/1910.08640},
eprinttype = {arXiv},
eprint = {1910.08640},
timestamp = {Mon, 07 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1910-08640.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1912-06074,
author = {Fan Yang and
Liu Leqi and
Yifan Wu and
Zachary C. Lipton and
Pradeep Ravikumar and
William W. Cohen and
Tom M. Mitchell},
title = {Game Design for Eliciting Distinguishable Behavior},
journal = {CoRR},
volume = {abs/1912.06074},
year = {2019},
url = {http://arxiv.org/abs/1912.06074},
eprinttype = {arXiv},
eprint = {1912.06074},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1912-06074.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cacm/Lipton18,
author = {Zachary C. Lipton},
title = {The mythos of model interpretability},
journal = {Commun. {ACM}},
volume = {61},
number = {10},
pages = {36--43},
year = {2018},
url = {https://doi.org/10.1145/3233231},
doi = {10.1145/3233231},
timestamp = {Wed, 21 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cacm/Lipton18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/queue/Lipton18,
author = {Zachary C. Lipton},
title = {The Mythos of Model Interpretability},
journal = {{ACM} Queue},
volume = {16},
number = {3},
pages = {30},
year = {2018},
url = {https://doi.org/10.1145/3236386.3241340},
doi = {10.1145/3236386.3241340},
timestamp = {Wed, 01 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/queue/Lipton18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/LiptonLG00D18,
author = {Zachary C. Lipton and
Xiujun Li and
Jianfeng Gao and
Lihong Li and
Faisal Ahmed and
Li Deng},
editor = {Sheila A. McIlraith and
Kilian Q. Weinberger},
title = {BBQ-Networks: Efficient Exploration in Deep Reinforcement Learning
for Task-Oriented Dialogue Systems},
booktitle = {Proceedings of the Thirty-Second {AAAI} Conference on Artificial Intelligence,
(AAAI-18), the 30th innovative Applications of Artificial Intelligence
(IAAI-18), and the 8th {AAAI} Symposium on Educational Advances in
Artificial Intelligence (EAAI-18), New Orleans, Louisiana, USA, February
2-7, 2018},
pages = {5237--5244},
publisher = {{AAAI} Press},
year = {2018},
url = {https://doi.org/10.1609/aaai.v32i1.11946},
doi = {10.1609/AAAI.V32I1.11946},
timestamp = {Fri, 12 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/LiptonLG00D18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/SiddhantL18,
author = {Aditya Siddhant and
Zachary C. Lipton},
editor = {Ellen Riloff and
David Chiang and
Julia Hockenmaier and
Jun'ichi Tsujii},
title = {Deep Bayesian Active Learning for Natural Language Processing: Results
of a Large-Scale Empirical Study},
booktitle = {Proceedings of the 2018 Conference on Empirical Methods in Natural
Language Processing, Brussels, Belgium, October 31 - November 4, 2018},
pages = {2904--2909},
publisher = {Association for Computational Linguistics},
year = {2018},
url = {https://doi.org/10.18653/v1/d18-1318},
doi = {10.18653/V1/D18-1318},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/SiddhantL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/KaushikL18,
author = {Divyansh Kaushik and
Zachary C. Lipton},
editor = {Ellen Riloff and
David Chiang and
Julia Hockenmaier and
Jun'ichi Tsujii},
title = {How Much Reading Does Reading Comprehension Require? {A} Critical
Investigation of Popular Benchmarks},
booktitle = {Proceedings of the 2018 Conference on Empirical Methods in Natural
Language Processing, Brussels, Belgium, October 31 - November 4, 2018},
pages = {5010--5015},
publisher = {Association for Computational Linguistics},
year = {2018},
url = {https://aclanthology.org/D18-1546/},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/KaushikL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/DhillonALBKKA18,
author = {Guneet S. Dhillon and
Kamyar Azizzadenesheli and
Zachary C. Lipton and
Jeremy Bernstein and
Jean Kossaifi and
Aran Khanna and
Animashree Anandkumar},
title = {Stochastic Activation Pruning for Robust Adversarial Defense},
booktitle = {6th International Conference on Learning Representations, {ICLR} 2018,
Vancouver, BC, Canada, April 30 - May 3, 2018, Conference Track Proceedings},
publisher = {OpenReview.net},
year = {2018},
url = {https://openreview.net/forum?id=H1uR4GZRZ},
timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/DhillonALBKKA18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/DonahueLBM18,
author = {Chris Donahue and
Zachary C. Lipton and
Akshay Balsubramani and
Julian J. McAuley},
title = {Semantically Decomposing the Latent Spaces of Generative Adversarial
Networks},
booktitle = {6th International Conference on Learning Representations, {ICLR} 2018,
Vancouver, BC, Canada, April 30 - May 3, 2018, Conference Track Proceedings},
publisher = {OpenReview.net},
year = {2018},
url = {https://openreview.net/forum?id=S1nQvfgA-},
timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/DonahueLBM18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/KhetanLA18,
author = {Ashish Khetan and
Zachary C. Lipton and
Animashree Anandkumar},
title = {Learning From Noisy Singly-labeled Data},
booktitle = {6th International Conference on Learning Representations, {ICLR} 2018,
Vancouver, BC, Canada, April 30 - May 3, 2018, Conference Track Proceedings},
publisher = {OpenReview.net},
year = {2018},
url = {https://openreview.net/forum?id=H1sUHgb0Z},
timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/KhetanLA18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/NgMGDL18,
author = {Nathan H. Ng and
Julian J. McAuley and
Julian Gingold and
Nina Desai and
Zachary C. Lipton},
title = {Predicting Embryo Morphokinetics in Videos with Late Fusion Nets {\&}
Dynamic Decoders},
booktitle = {6th International Conference on Learning Representations, {ICLR} 2018,
Vancouver, BC, Canada, April 30 - May 3, 2018, Workshop Track Proceedings},
publisher = {OpenReview.net},
year = {2018},
url = {https://openreview.net/forum?id=By1QAYkvz},
timestamp = {Mon, 22 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/NgMGDL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/ShenYLKA18,
author = {Yanyao Shen and
Hyokun Yun and
Zachary C. Lipton and
Yakov Kronrod and
Animashree Anandkumar},
title = {Deep Active Learning for Named Entity Recognition},
booktitle = {6th International Conference on Learning Representations, {ICLR} 2018,
Vancouver, BC, Canada, April 30 - May 3, 2018, Conference Track Proceedings},
publisher = {OpenReview.net},
year = {2018},
url = {https://openreview.net/forum?id=ry018WZAZ},
timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/ShenYLKA18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/FurlanelloLTIA18,
author = {Tommaso Furlanello and
Zachary Chase Lipton and
Michael Tschannen and
Laurent Itti and
Anima Anandkumar},
editor = {Jennifer G. Dy and
Andreas Krause},
title = {Born-Again Neural Networks},
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 = {1602--1611},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v80/furlanello18a.html},
timestamp = {Wed, 03 Apr 2019 18:17:30 +0200},
biburl = {https://dblp.org/rec/conf/icml/FurlanelloLTIA18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LiptonWS18,
author = {Zachary C. Lipton and
Yu{-}Xiang Wang and
Alexander J. Smola},
editor = {Jennifer G. Dy and
Andreas Krause},
title = {Detecting and Correcting for Label Shift with Black Box Predictors},
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 = {3128--3136},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v80/lipton18a.html},
timestamp = {Wed, 12 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/LiptonWS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LiptonMC18,
author = {Zachary C. Lipton and
Julian J. McAuley and
Alexandra Chouldechova},
editor = {Samy Bengio and
Hanna M. Wallach and
Hugo Larochelle and
Kristen Grauman and
Nicol{\`{o}} Cesa{-}Bianchi and
Roman Garnett},
title = {Does mitigating ML's impact disparity require treatment disparity?},
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 = {8136--8146},
year = {2018},
url = {https://proceedings.neurips.cc/paper/2018/hash/8e0384779e58ce2af40eb365b318cc32-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/LiptonMC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/slt/LiangHL18,
author = {Davis Liang and
Zhiheng Huang and
Zachary C. Lipton},
title = {Learning Noise-Invariant Representations for Robust Speech Recognition},
booktitle = {2018 {IEEE} Spoken Language Technology Workshop, {SLT} 2018, Athens,
Greece, December 18-21, 2018},
pages = {56--63},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/SLT.2018.8639575},
doi = {10.1109/SLT.2018.8639575},
timestamp = {Wed, 16 Oct 2019 14:14:53 +0200},
biburl = {https://dblp.org/rec/conf/slt/LiangHL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1802-03916,
author = {Zachary C. Lipton and
Yu{-}Xiang Wang and
Alexander J. Smola},
title = {Detecting and Correcting for Label Shift with Black Box Predictors},
journal = {CoRR},
volume = {abs/1802.03916},
year = {2018},
url = {http://arxiv.org/abs/1802.03916},
eprinttype = {arXiv},
eprint = {1802.03916},
timestamp = {Wed, 12 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1802-03916.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1802-07427,
author = {Peiyun Hu and
Zachary C. Lipton and
Anima Anandkumar and
Deva Ramanan},
title = {Active Learning with Partial Feedback},
journal = {CoRR},
volume = {abs/1802.07427},
year = {2018},
url = {http://arxiv.org/abs/1802.07427},
eprinttype = {arXiv},
eprint = {1802.07427},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1802-07427.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1803-01442,
author = {Guneet S. Dhillon and
Kamyar Azizzadenesheli and
Zachary C. Lipton and
Jeremy Bernstein and
Jean Kossaifi and
Aran Khanna and
Anima Anandkumar},
title = {Stochastic Activation Pruning for Robust Adversarial Defense},
journal = {CoRR},
volume = {abs/1803.01442},
year = {2018},
url = {http://arxiv.org/abs/1803.01442},
eprinttype = {arXiv},
eprint = {1803.01442},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1803-01442.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1803-04477,
author = {Subarna Tripathi and
Zachary C. Lipton and
Truong Q. Nguyen},
title = {Correction by Projection: Denoising Images with Generative Adversarial
Networks},
journal = {CoRR},
volume = {abs/1803.04477},
year = {2018},
url = {http://arxiv.org/abs/1803.04477},
eprinttype = {arXiv},
eprint = {1803.04477},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1803-04477.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1805-04770,
author = {Tommaso Furlanello and
Zachary C. Lipton and
Michael Tschannen and
Laurent Itti and
Anima Anandkumar},
title = {Born Again Neural Networks},
journal = {CoRR},
volume = {abs/1805.04770},
year = {2018},
url = {http://arxiv.org/abs/1805.04770},
eprinttype = {arXiv},
eprint = {1805.04770},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1805-04770.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1806-05780,
author = {Kamyar Azizzadenesheli and
Brandon Yang and
Weitang Liu and
Emma Brunskill and
Zachary C. Lipton and
Animashree Anandkumar},
title = {Sample-Efficient Deep {RL} with Generative Adversarial Tree Search},
journal = {CoRR},
volume = {abs/1806.05780},
year = {2018},
url = {http://arxiv.org/abs/1806.05780},
eprinttype = {arXiv},
eprint = {1806.05780},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1806-05780.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1807-03341,
author = {Zachary C. Lipton and
Jacob Steinhardt},
title = {Troubling Trends in Machine Learning Scholarship},
journal = {CoRR},
volume = {abs/1807.03341},
year = {2018},
url = {http://arxiv.org/abs/1807.03341},
eprinttype = {arXiv},
eprint = {1807.03341},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1807-03341.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1807-04801,
author = {David Lowell and
Zachary C. Lipton and
Byron C. Wallace},
title = {How transferable are the datasets collected by active learners?},
journal = {CoRR},
volume = {abs/1807.04801},
year = {2018},
url = {http://arxiv.org/abs/1807.04801},
eprinttype = {arXiv},
eprint = {1807.04801},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1807-04801.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1807-06610,
author = {Davis Liang and
Zhiheng Huang and
Zachary C. Lipton},
title = {Learning Noise-Invariant Representations for Robust Speech Recognition},
journal = {CoRR},
volume = {abs/1807.06610},
year = {2018},
url = {http://arxiv.org/abs/1807.06610},
eprinttype = {arXiv},
eprint = {1807.06610},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1807-06610.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1808-04926,
author = {Divyansh Kaushik and
Zachary C. Lipton},
title = {How Much Reading Does Reading Comprehension Require? {A} Critical
Investigation of Popular Benchmarks},
journal = {CoRR},
volume = {abs/1808.04926},
year = {2018},
url = {http://arxiv.org/abs/1808.04926},
eprinttype = {arXiv},
eprint = {1808.04926},
timestamp = {Sun, 02 Sep 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1808-04926.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1808-05697,
author = {Aditya Siddhant and
Zachary C. Lipton},
title = {Deep Bayesian Active Learning for Natural Language Processing: Results
of a Large-Scale Empirical Study},
journal = {CoRR},
volume = {abs/1808.05697},
year = {2018},
url = {http://arxiv.org/abs/1808.05697},
eprinttype = {arXiv},
eprint = {1808.05697},
timestamp = {Sun, 02 Sep 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1808-05697.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1810-11953,
author = {Stephan Rabanser and
Stephan G{\"{u}}nnemann and
Zachary C. Lipton},
title = {Failing Loudly: An Empirical Study of Methods for Detecting Dataset
Shift},
journal = {CoRR},
volume = {abs/1810.11953},
year = {2018},
url = {http://arxiv.org/abs/1810.11953},
eprinttype = {arXiv},
eprint = {1810.11953},
timestamp = {Thu, 01 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1810-11953.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1812-03372,
author = {Jonathon Byrd and
Zachary C. Lipton},
title = {Weighted Risk Minimization {\&} Deep Learning},
journal = {CoRR},
volume = {abs/1812.03372},
year = {2018},
url = {http://arxiv.org/abs/1812.03372},
eprinttype = {arXiv},
eprint = {1812.03372},
timestamp = {Tue, 01 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1812-03372.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/basesearch/Lipton17,
author = {Zachary Chase Lipton},
title = {Learning from Temporally-Structured Human Activities Data},
school = {University of California, San Diego, {USA}},
year = {2017},
url = {http://www.escholarship.org/uc/item/6mw0q3j8},
timestamp = {Wed, 10 Jan 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/phd/basesearch/Lipton17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/KossaifiKLFA17,
author = {Jean Kossaifi and
Aran Khanna and
Zachary C. Lipton and
Tommaso Furlanello and
Anima Anandkumar},
title = {Tensor Contraction Layers for Parsimonious Deep Nets},
booktitle = {2017 {IEEE} Conference on Computer Vision and Pattern Recognition
Workshops, {CVPR} Workshops 2017, Honolulu, HI, USA, July 21-26, 2017},
pages = {1940--1946},
publisher = {{IEEE} Computer Society},
year = {2017},
url = {https://doi.org/10.1109/CVPRW.2017.243},
doi = {10.1109/CVPRW.2017.243},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/KossaifiKLFA17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/DonahueLM17,
author = {Chris Donahue and
Zachary C. Lipton and
Julian J. McAuley},
title = {Dance Dance Convolution},
booktitle = {5th International Conference on Learning Representations, {ICLR} 2017,
Toulon, France, April 24-26, 2017, Workshop Track Proceedings},
publisher = {OpenReview.net},
year = {2017},
url = {https://openreview.net/forum?id=HyzsgBEtg},
timestamp = {Mon, 22 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/DonahueLM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/LiptonT17,
author = {Zachary C. Lipton and
Subarna Tripathi},
title = {Precise Recovery of Latent Vectors from Generative Adversarial Networks},
booktitle = {5th International Conference on Learning Representations, {ICLR} 2017,
Toulon, France, April 24-26, 2017, Workshop Track Proceedings},
publisher = {OpenReview.net},
year = {2017},
url = {https://openreview.net/forum?id=HJC88BzFl},
timestamp = {Thu, 04 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/LiptonT17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/DonahueLM17,
author = {Chris Donahue and
Zachary C. Lipton and
Julian J. McAuley},
editor = {Doina Precup and
Yee Whye Teh},
title = {Dance Dance Convolution},
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 = {1039--1048},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/donahue17a.html},
timestamp = {Mon, 22 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/DonahueLM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnlp/NiLVM17,
author = {Jianmo Ni and
Zachary C. Lipton and
Sharad Vikram and
Julian J. McAuley},
editor = {Greg Kondrak and
Taro Watanabe},
title = {Estimating Reactions and Recommending Products with Generative Models
of Reviews},
booktitle = {Proceedings of the Eighth International Joint Conference on Natural
Language Processing, {IJCNLP} 2017, Taipei, Taiwan, November 27 -
December 1, 2017 - Volume 1: Long Papers},
pages = {783--791},
publisher = {Asian Federation of Natural Language Processing},
year = {2017},
url = {https://aclanthology.org/I17-1079/},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnlp/NiLVM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlhc/NgGMEL17,
author = {Nathan H. Ng and
Rodney A. Gabriel and
Julian J. McAuley and
Charles Elkan and
Zachary C. Lipton},
editor = {Finale Doshi{-}Velez and
Jim Fackler and
David C. Kale and
Rajesh Ranganath and
Byron C. Wallace and
Jenna Wiens},
title = {Predicting Surgery Duration with Neural Heteroscedastic Regression},
booktitle = {Proceedings of the Machine Learning for Health Care Conference, {MLHC}
2017, Boston, Massachusetts, USA, 18-19 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {68},
pages = {100--111},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v68/ng17a.html},
timestamp = {Mon, 22 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mlhc/NgGMEL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/rep4nlp/ShenYLKA17,
author = {Yanyao Shen and
Hyokun Yun and
Zachary Chase Lipton and
Yakov Kronrod and
Animashree Anandkumar},
editor = {Phil Blunsom and
Antoine Bordes and
Kyunghyun Cho and
Shay B. Cohen and
Chris Dyer and
Edward Grefenstette and
Karl Moritz Hermann and
Laura Rimell and
Jason Weston and
Scott Yih},
title = {Deep Active Learning for Named Entity Recognition},
booktitle = {Proceedings of the 2nd Workshop on Representation Learning for NLP,
Rep4NLP@ACL 2017, Vancouver, Canada, August 3, 2017},
pages = {252--256},
publisher = {Association for Computational Linguistics},
year = {2017},
url = {https://doi.org/10.18653/v1/w17-2630},
doi = {10.18653/V1/W17-2630},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/rep4nlp/ShenYLKA17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/LiptonT17,
author = {Zachary C. Lipton and
Subarna Tripathi},
title = {Precise Recovery of Latent Vectors from Generative Adversarial Networks},
journal = {CoRR},
volume = {abs/1702.04782},
year = {2017},
url = {http://arxiv.org/abs/1702.04782},
eprinttype = {arXiv},
eprint = {1702.04782},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/LiptonT17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/NgGMEL17,
author = {Nathan Ng and
Rodney A. Gabriel and
Julian J. McAuley and
Charles Elkan and
Zachary C. Lipton},
title = {Predicting Surgery Duration with Neural Heteroscedastic Regression},
journal = {CoRR},
volume = {abs/1702.05386},
year = {2017},
url = {http://arxiv.org/abs/1702.05386},
eprinttype = {arXiv},
eprint = {1702.05386},
timestamp = {Mon, 22 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/NgGMEL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/DonahueLM17,
author = {Chris Donahue and
Zachary C. Lipton and
Julian J. McAuley},
title = {Dance Dance Convolution},
journal = {CoRR},
volume = {abs/1703.06891},
year = {2017},
url = {http://arxiv.org/abs/1703.06891},
eprinttype = {arXiv},
eprint = {1703.06891},
timestamp = {Mon, 22 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/DonahueLM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/DonahueBML17,
author = {Chris Donahue and
Akshay Balsubramani and
Julian J. McAuley and
Zachary C. Lipton},
title = {Semantically Decomposing the Latent Spaces of Generative Adversarial
Networks},
journal = {CoRR},
volume = {abs/1705.07904},
year = {2017},
url = {http://arxiv.org/abs/1705.07904},
eprinttype = {arXiv},
eprint = {1705.07904},
timestamp = {Mon, 22 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/DonahueBML17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/KossaifiKLFA17,
author = {Jean Kossaifi and
Aran Khanna and
Zachary C. Lipton and
Tommaso Furlanello and
Anima Anandkumar},
title = {Tensor Contraction Layers for Parsimonious Deep Nets},
journal = {CoRR},
volume = {abs/1706.00439},
year = {2017},
url = {http://arxiv.org/abs/1706.00439},
eprinttype = {arXiv},
eprint = {1706.00439},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/KossaifiKLFA17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ShenYLKA17,
author = {Yanyao Shen and
Hyokun Yun and
Zachary C. Lipton and
Yakov Kronrod and
Animashree Anandkumar},
title = {Deep Active Learning for Named Entity Recognition},
journal = {CoRR},
volume = {abs/1707.05928},
year = {2017},
url = {http://arxiv.org/abs/1707.05928},
eprinttype = {arXiv},
eprint = {1707.05928},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ShenYLKA17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/KossaifiLKFA17,
author = {Jean Kossaifi and
Zachary C. Lipton and
Aran Khanna and
Tommaso Furlanello and
Anima Anandkumar},
title = {Tensor Regression Networks},
journal = {CoRR},
volume = {abs/1707.08308},
year = {2017},
url = {http://arxiv.org/abs/1707.08308},
eprinttype = {arXiv},
eprint = {1707.08308},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/KossaifiLKFA17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1711-04837,
author = {John Alberg and
Zachary C. Lipton},
title = {Improving Factor-Based Quantitative Investing by Forecasting Company
Fundamentals},
journal = {CoRR},
volume = {abs/1711.04837},
year = {2017},
url = {http://arxiv.org/abs/1711.04837},
eprinttype = {arXiv},
eprint = {1711.04837},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1711-04837.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1711-07076,
author = {Zachary C. Lipton and
Alexandra Chouldechova and
Julian J. McAuley},
title = {Does mitigating ML's disparate impact require disparate treatment?},
journal = {CoRR},
volume = {abs/1711.07076},
year = {2017},
url = {http://arxiv.org/abs/1711.07076},
eprinttype = {arXiv},
eprint = {1711.07076},
timestamp = {Mon, 22 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1711-07076.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1712-04577,
author = {Ashish Khetan and
Zachary C. Lipton and
Anima Anandkumar},
title = {Learning From Noisy Singly-labeled Data},
journal = {CoRR},
volume = {abs/1712.04577},
year = {2017},
url = {http://arxiv.org/abs/1712.04577},
eprinttype = {arXiv},
eprint = {1712.04577},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1712-04577.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bmvc/TripathiLBN16,
author = {Subarna Tripathi and
Zachary C. Lipton and
Serge J. Belongie and
Truong Q. Nguyen},
editor = {Richard C. Wilson and
Edwin R. Hancock and
William A. P. Smith},
title = {Context Matters: Refining Object Detection in Video with Recurrent
Neural Networks},
booktitle = {Proceedings of the British Machine Vision Conference 2016, {BMVC}
2016, York, UK, September 19-22, 2016},
publisher = {{BMVA} Press},
year = {2016},
url = {http://www.bmva.org/bmvc/2016/papers/paper044/index.html},
timestamp = {Wed, 03 Feb 2021 08:36:18 +0100},
biburl = {https://dblp.org/rec/conf/bmvc/TripathiLBN16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlhc/LiptonKW16,
author = {Zachary C. Lipton and
David C. Kale and
Randall C. Wetzel},
editor = {Finale Doshi{-}Velez and
Jim Fackler and
David C. Kale and
Byron C. Wallace and
Jenna Wiens},
title = {Directly Modeling Missing Data in Sequences with RNNs: Improved Classification
of Clinical Time Series},
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 = {253--270},
publisher = {JMLR.org},
year = {2016},
url = {http://proceedings.mlr.press/v56/Lipton16.html},
timestamp = {Wed, 29 May 2019 08:41:44 +0200},
biburl = {https://dblp.org/rec/conf/mlhc/LiptonKW16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/corr/LiptonKEW15,
author = {Zachary Chase Lipton and
David C. Kale and
Charles Elkan and
Randall C. Wetzel},
editor = {Yoshua Bengio and
Yann LeCun},
title = {Learning to Diagnose with {LSTM} Recurrent Neural Networks},
booktitle = {4th International Conference on Learning Representations, {ICLR} 2016,
San Juan, Puerto Rico, May 2-4, 2016, Conference Track Proceedings},
year = {2016},
url = {http://arxiv.org/abs/1511.03677},
timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/LiptonKEW15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/Lipton16,
author = {Zachary Chase Lipton},
title = {Stuck in a What? Adventures in Weight Space},
journal = {CoRR},
volume = {abs/1602.07320},
year = {2016},
url = {http://arxiv.org/abs/1602.07320},
eprinttype = {arXiv},
eprint = {1602.07320},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/Lipton16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/Lipton16a,
author = {Zachary Chase Lipton},
title = {The Mythos of Model Interpretability},
journal = {CoRR},
volume = {abs/1606.03490},
year = {2016},
url = {http://arxiv.org/abs/1606.03490},
eprinttype = {arXiv},
eprint = {1606.03490},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/Lipton16a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/LiptonKW16,
author = {Zachary Chase Lipton and
David C. Kale and
Randall C. Wetzel},
title = {Directly Modeling Missing Data in Sequences with RNNs: Improved Classification
of Clinical Time Series},
journal = {CoRR},
volume = {abs/1606.04130},
year = {2016},
url = {http://arxiv.org/abs/1606.04130},
eprinttype = {arXiv},
eprint = {1606.04130},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/LiptonKW16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/TripathiLBN16,
author = {Subarna Tripathi and
Zachary C. Lipton and
Serge J. Belongie and
Truong Q. Nguyen},
title = {Context Matters: Refining Object Detection in Video with Recurrent
Neural Networks},
journal = {CoRR},
volume = {abs/1607.04648},
year = {2016},
url = {http://arxiv.org/abs/1607.04648},
eprinttype = {arXiv},
eprint = {1607.04648},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/TripathiLBN16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/LiptonGLLAD16,
author = {Zachary C. Lipton and
Jianfeng Gao and
Lihong Li and
Xiujun Li and
Faisal Ahmed and
Li Deng},
title = {Efficient Exploration for Dialog Policy Learning with Deep {BBQ} Networks
{\textbackslash}{\&} Replay Buffer Spiking},
journal = {CoRR},
volume = {abs/1608.05081},
year = {2016},
url = {http://arxiv.org/abs/1608.05081},
eprinttype = {arXiv},
eprint = {1608.05081},
timestamp = {Thu, 11 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/LiptonGLLAD16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/LiptonGLCD16,
author = {Zachary C. Lipton and
Jianfeng Gao and
Lihong Li and
Jianshu Chen and
Li Deng},
title = {Combating Reinforcement Learning's Sisyphean Curse with Intrinsic
Fear},
journal = {CoRR},
volume = {abs/1611.01211},
year = {2016},
url = {http://arxiv.org/abs/1611.01211},
eprinttype = {arXiv},
eprint = {1611.01211},
timestamp = {Thu, 11 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/LiptonGLCD16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/LiLDLGC16,
author = {Xiujun Li and
Zachary C. Lipton and
Bhuwan Dhingra and
Lihong Li and
Jianfeng Gao and
Yun{-}Nung Chen},
title = {A User Simulator for Task-Completion Dialogues},
journal = {CoRR},
volume = {abs/1612.05688},
year = {2016},
url = {http://arxiv.org/abs/1612.05688},
eprinttype = {arXiv},
eprint = {1612.05688},
timestamp = {Thu, 11 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/LiLDLGC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/LiptonE15,
author = {Zachary Chase Lipton and
Charles Elkan},
title = {Efficient Elastic Net Regularization for Sparse Linear Models},
journal = {CoRR},
volume = {abs/1505.06449},
year = {2015},
url = {http://arxiv.org/abs/1505.06449},
eprinttype = {arXiv},
eprint = {1505.06449},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/LiptonE15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/Lipton15,
author = {Zachary Chase Lipton},
title = {A Critical Review of Recurrent Neural Networks for Sequence Learning},
journal = {CoRR},
volume = {abs/1506.00019},
year = {2015},
url = {http://arxiv.org/abs/1506.00019},
eprinttype = {arXiv},
eprint = {1506.00019},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/Lipton15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/LiptonKW15,
author = {Zachary Chase Lipton and
David C. Kale and
Randall C. Wetzel},
title = {Phenotyping of Clinical Time Series with {LSTM} Recurrent Neural Networks},
journal = {CoRR},
volume = {abs/1510.07641},
year = {2015},
url = {http://arxiv.org/abs/1510.07641},
eprinttype = {arXiv},
eprint = {1510.07641},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/LiptonKW15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/LiptonVM15,
author = {Zachary Chase Lipton and
Sharad Vikram and
Julian J. McAuley},
title = {Capturing Meaning in Product Reviews with Character-Level Generative
Text Models},
journal = {CoRR},
volume = {abs/1511.03683},
year = {2015},
url = {http://arxiv.org/abs/1511.03683},
eprinttype = {arXiv},
eprint = {1511.03683},
timestamp = {Mon, 22 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/LiptonVM15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/LiptonEN14,
author = {Zachary Chase Lipton and
Charles Elkan and
Balakrishnan Narayanaswamy},
editor = {Toon Calders and
Floriana Esposito and
Eyke H{\"{u}}llermeier and
Rosa Meo},
title = {Optimal Thresholding of Classifiers to Maximize {F1} Measure},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2014, Nancy, France, September 15-19, 2014. Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {8725},
pages = {225--239},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-662-44851-9\_15},
doi = {10.1007/978-3-662-44851-9\_15},
timestamp = {Sat, 30 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/LiptonEN14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/LiptonEN14,
author = {Zachary Chase Lipton and
Charles Elkan and
Balakrishnan Narayanaswamy},
title = {F1-Optimal Thresholding in the Multi-Label Setting},
journal = {CoRR},
volume = {abs/1402.1892},
year = {2014},
url = {http://arxiv.org/abs/1402.1892},
eprinttype = {arXiv},
eprint = {1402.1892},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/LiptonEN14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/JiLE14,
author = {Zhanglong Ji and
Zachary Chase Lipton and
Charles Elkan},
title = {Differential Privacy and Machine Learning: a Survey and Review},
journal = {CoRR},
volume = {abs/1412.7584},
year = {2014},
url = {http://arxiv.org/abs/1412.7584},
eprinttype = {arXiv},
eprint = {1412.7584},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/JiLE14.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 02:09 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:
