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Romain Camilleri
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High-dimensional experimental design and kernel bandits
R Camilleri, K Jamieson, J Katz-Samuels
International Conference on Machine Learning, 1227-1237, 2021
462021
Nearly Optimal Algorithms for Level Set Estimation
B Mason, R Camilleri, S Mukherjee, K Jamieson, R Nowak, L Jain
International Conference on Artificial Intelligence and Statistics, 3088-3096, 2021
142021
Active Learning with Safety Constraints
R Camilleri, A Wagenmaker, JH Morgenstern, L Jain, KG Jamieson
Advances in Neural Information Processing Systems 35, 33201-33214, 2022
92022
Selective Sampling for Online Best-arm Identification
R Camilleri, Z Xiong, M Fazel, L Jain, KG Jamieson
Advances in Neural Information Processing Systems 34, 11071-11082, 2021
62021
A/B Testing and Best-arm Identification for Linear Bandits with Robustness to Non-stationarity
Z Xiong, R Camilleri, M Fazel, L Jain, K Jamieson
International Conference on Artificial Intelligence and Statistics, 1585-1593, 2024
12024
Fair Active Learning in Low-Data Regimes
R Camilleri, A Wagenmaker, J Morgenstern, L Jain, K Jamieson
Conference on Uncertainty in Artificial Intelligence, 2023
2023
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