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Lalit Jain
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Year
Sequential experimental design for transductive linear bandits
T Fiez, L Jain, KG Jamieson, L Ratliff
Advances in Neural Information Processing Systems, 10667-10677, 2019
1152019
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
792015
Finite sample prediction and recovery bounds for ordinal embedding
L Jain, KG Jamieson, R Nowak
Advances In Neural Information Processing Systems, 2711-2719, 2016
712016
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
532020
A Bandit Approach to Sequential Experimental Design with False Discovery Control
KG Jamieson, L Jain
Advances in Neural Information Processing Systems, 3660-3670, 2018
46*2018
Learning Low-Dimensional Metrics
B Mason, L Jain, R Nowak
Advances in Neural Information Processing Systems, 4139-4147, 2017
312017
Adaptive Sampling for Coarse Ranking
S Katariya, L Jain, N Sengupta, J Evans, R Nowak
arXiv preprint arXiv:1802.07176, 2018
292018
Finding All -Good Arms in Stochastic Bandits
B Mason, L Jain, A Tripathy, R Nowak
Advances in Neural Information Processing Systems 33, 2020
282020
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
242017
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
23*2021
Firing bandits: Optimizing crowdfunding
L Jain, K Jamieson
International Conference on Machine Learning, 2206-2214, 2018
202018
Instance-optimal PAC Algorithms for Contextual Bandits
Z Li, L Ratliff, H Nassif, K Jamieson, L Jain
arXiv preprint arXiv:2207.02357, 2022
182022
Improved Algorithms for Agnostic Pool-based Active Classification
J Katz-Samuels, J Zhang, L Jain, K Jamieson
arXiv preprint arXiv:2105.06499, 2021
182021
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
152017
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
142021
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
132016
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
82019
Active Learning with Safety Constraints
R Camilleri, A Wagenmaker, J Morgenstern, L Jain, K Jamieson
arXiv preprint arXiv:2206.11183, 2022
72022
Adaptive Experimental Design and Counterfactual Inference
T Fiez, S Gamez, A Chen, H Nassif, L Jain
Consequences and Reveal Workshop, 2022
62022
Selective Sampling for Online Best-arm Identification
R Camilleri, Z Xiong, M Fazel, L Jain, KG Jamieson
Advances in Neural Information Processing Systems 34, 2021
62021
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