Lalit Jain

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Kevin JamiesonAssociate Professor, University of WashingtonVerified email at cs.washington.edu
Robert D NowakKeith and Jane Morgan Nosbusch Professor in ECE, Grace Wahba Professor of Data ScienceVerified email at wisc.edu
Blake J MasonPostdoctoral ResearcherVerified email at rice.edu
Tanner FiezApplied Scientist at AmazonVerified email at amazon.com
Lillian J. RatliffAssociate Professor, University of WashingtonVerified email at uw.edu
Romain CamilleriUniversity of WashingtonVerified email at cs.washington.edu
Houssam NassifEx-Amazon, MetaVerified email at amazon.com
Kwang-Sung JunThe University of ArizonaVerified email at cs.arizona.edu
Julian Katz-SamuelsUniversity of WisconsinVerified email at umich.edu
Jifan ZhangUniversity of Wisconsin-MadisonVerified email at wisc.edu
Anna GilbertYale UniversityVerified email at yale.edu
Zhaoqi LiUniversity of WashingtonVerified email at uw.edu
Andrew WagenmakerUniversity of WashingtonVerified email at cs.washington.edu
Chris FernandezEnsoData Research, EnsoData, Inc.Verified email at ensodata.com
Nick GlattardEnsoData Research, EnsoData, Inc.Verified email at ensodata.com
James EvansProfessor of Sociology & Data Science, University of ChicagoVerified email at uchicago.edu
Nandana SenguptaAssistant Professor, School of Public Policy, Indian Institute of Technology DelhiVerified email at sopp.iitd.ac.in
Jamie MorgensternUniversity of WashingtonVerified email at cs.washington.edu
Subhojyoti MukherjeeUniversity of Wisconsin MadisonVerified email at wisc.edu
Ardhendu TripathyMissouri S&TVerified email at alumni.iastate.edu

Lalit Jain

University of Washington

Verified email at uw.edu - Homepage

Machine Learning Mathematics Online and Adaptive Learning Experiments


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Sequential experimental design for transductive linear bandits T Fiez, L Jain, KG Jamieson, L Ratliff Advances in Neural Information Processing Systems, 10667-10677, 2019	125	2019
Next: A system for real-world development, evaluation, and application of active learning KG Jamieson, L Jain, C Fernandez, NJ Glattard, R Nowak Advances in Neural Information Processing Systems, 2656-2664, 2015	81	2015
Finite sample prediction and recovery bounds for ordinal embedding L Jain, KG Jamieson, R Nowak Advances In Neural Information Processing Systems, 2711-2719, 2016	75	2016
An empirical process approach to the union bound: Practical algorithms for combinatorial and linear bandits J Katz-Samuels, L Jain, KG Jamieson Advances in Neural Information Processing Systems 33, 2020	57	2020
A Bandit Approach to Sequential Experimental Design with False Discovery Control KG Jamieson, L Jain Advances in Neural Information Processing Systems, 3660-3670, 2018	51*	2018
Finding All -Good Arms in Stochastic Bandits B Mason, L Jain, A Tripathy, R Nowak Advances in Neural Information Processing Systems 33, 2020	36	2020
Learning Low-Dimensional Metrics B Mason, L Jain, R Nowak Advances in Neural Information Processing Systems, 4139-4147, 2017	35	2017
Adaptive Sampling for Coarse Ranking S Katariya, L Jain, N Sengupta, J Evans, R Nowak arXiv preprint arXiv:1802.07176, 2018	31	2018
Improved Confidence Bounds for the Linear Logistic Model and Applications to Bandits KS Jun, L Jain, H Nassif, B Mason International Conference on Machine Learning, 5148-5157, 2021	27*	2021
If it ain't broke, don't fix it: Sparse metric repair AC Gilbert, L Jain 2017 55th Annual Allerton Conference on Communication, Control, and …, 2017	24	2017
Improved Algorithms for Agnostic Pool-based Active Classification J Katz-Samuels, J Zhang, L Jain, K Jamieson arXiv preprint arXiv:2105.06499, 2021	22	2021
Instance-optimal PAC Algorithms for Contextual Bandits Z Li, L Ratliff, H Nassif, K Jamieson, L Jain arXiv preprint arXiv:2207.02357, 2022	21	2022
Active Learning with Safety Constraints R Camilleri, A Wagenmaker, J Morgenstern, L Jain, K Jamieson arXiv preprint arXiv:2206.11183, 2022	18	2022
Nearly Optimal Algorithms for Level Set Estimation B Mason, R Camilleri, S Mukherjee, K Jamieson, R Nowak, L Jain arXiv preprint arXiv:2111.01768, 2021	18	2021
Firing bandits: Optimizing crowdfunding L Jain, K Jamieson International Conference on Machine Learning, 2206-2214, 2018	17	2018
NEXT: A system to easily connect crowdsourcing and adaptive data collection S Sievert, D Ross, L Jain, K Jamieson, R Nowak, R Mankoff Proceedings of the 16th Python in Science Conference, 113-119, 2017	16	2017
Explicit computations of Hida families via overconvergent modular symbols EP Dummit, M Hablicsek, R Harron, L Jain, R Pollack, D Ross Research in Number Theory 2 (1), 25, 2016	14	2016
A New Perspective on Pool-Based Active Classification and False-Discovery Control L Jain, KG Jamieson Advances in Neural Information Processing Systems, 13992-14003, 2019	10	2019
An Experimental Design Approach for Regret Minimization in Logistic Bandits B Mason, KS Jun, L Jain arXiv preprint arXiv:2202.02407, 2022	9	2022
Adaptive Experimental Design and Counterfactual Inference T Fiez, S Gamez, A Chen, H Nassif, L Jain Consequences and Reveal Workshop, 2022	7	2022

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