Lalit Jain

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Kevin JamiesonAssistant 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
Lillian J. RatliffAssociate Professor, University of WashingtonVerified email at uw.edu
Houssam NassifEx-Amazon, MetaVerified email at amazon.com
Kwang-Sung JunThe University of ArizonaVerified email at cs.arizona.edu
Chris FernandezEnsoData Research, EnsoData, Inc.Verified email at ensodata.com
James EvansProfessor of Sociology, University of ChicagoVerified email at uchicago.edu
Sumeet KatariyaAmazonVerified email at wisc.edu
Nandana SenguptaAssistant Professor, School of Public Policy, Indian Institute of Technology DelhiVerified email at sopp.iitd.ac.in
Jifan ZhangUniversity of WisconsinVerified email at cs.wisc.edu
Ardhendu TripathyMissouri S&TVerified email at alumni.iastate.edu
Márton HablicsekDepartment of Mathematics, Leiden UniversityVerified email at math.leidenuniv.nl
Robert PollackBoston UniversityVerified email at math.bu.edu
Robert HarronAssistant Professor of Mathematics, University of Hawaiʻi at MānoaVerified email at math.hawaii.edu
Laura BalzanoUniversity of Michigan, Ann ArborVerified email at umich.edu
Amanda BowerTwitterVerified email at umich.edu
Jordan EllenbergProfessor of Mathematics, University of Wisconsin and Wisconsin Institute for DiscoveryVerified email at math.wisc.edu
Zohar KarninamazonVerified email at amazon.com
Pavlos TzermiasProfessor, Department of Mathematics, University of Patras, GreeceVerified email at math.upatras.gr

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	86	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	69	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	65	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	41	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	38	2018
Learning Low-Dimensional Metrics B Mason, L Jain, R Nowak Advances in Neural Information Processing Systems, 4139-4147, 2017	27	2017
Adaptive Sampling for Coarse Ranking S Katariya, L Jain, N Sengupta, J Evans, R Nowak arXiv preprint arXiv:1802.07176, 2018	25	2018
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	21	2017
Finding All -Good Arms in Stochastic Bandits B Mason, L Jain, A Tripathy, R Nowak Advances in Neural Information Processing Systems 33, 2020	18	2020
Firing bandits: Optimizing crowdfunding L Jain, K Jamieson International Conference on Machine Learning, 2206-2214, 2018	17	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	15*	2021
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
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	12	2017
Improved Algorithms for Agnostic Pool-based Active Classification J Katz-Samuels, J Zhang, L Jain, K Jamieson arXiv preprint arXiv:2105.06499, 2021	9	2021
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	8	2021
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	7	2019
Transverse stability studies of the SNS ring J Holmes, V Danilov, L Jain Proceedings of the 2005 Particle Accelerator Conference, 2254-2256, 2005	6	2005
Instance-optimal PAC Algorithms for Contextual Bandits Z Li, L Ratliff, H Nassif, K Jamieson, L Jain arXiv preprint arXiv:2207.02357, 2022	5	2022
Computational Beam Dynamics Studies of Collective Instabilities Observed in SNS JA Holmes, S Cousineau, V Danilov, A Shishlo, L Jain Proceedings of the European Particle Accelerator Conference (EPAC08), 2008	5	2008
Spectral Methods for Ranking with Scarce Data L Jain, A Gilbert, U Varma Conference on Uncertainty in Artificial Intelligence, 609-618, 2020	4	2020

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