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Alan Malek
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Linear programming for large-scale Markov decision problems
A Malek, Y Abbasi-Yadkori, P Bartlett
International conference on machine learning, 496-504, 2014
552014
Best arm identification for contaminated bandits
J Altschuler, VE Brunel, A Malek
Journal of Machine Learning Research 20 (91), 1-39, 2019
532019
Best of both worlds: Stochastic & adversarial best-arm identification
Y Abbasi-Yadkori, P Bartlett, V Gabillon, A Malek, M Valko
Conference on learning theory, 918-949, 2018
482018
Minimax fixed-design linear regression
PL Bartlett, WM Koolen, A Malek, E Takimoto, MK Warmuth
Conference on Learning Theory, 226-239, 2015
282015
Minimax time series prediction
WM Koolen, A Malek, PL Bartlett, Y Abbasi Yadkori
Advances in Neural Information Processing Systems 28, 2015
282015
Hit-and-run for sampling and planning in non-convex spaces
Y Abbasi-Yadkori, P Bartlett, V Gabillon, A Malek
Artificial Intelligence and Statistics, 888-895, 2017
242017
Sequential multiple hypothesis testing with type I error control
A Malek, S Katariya, Y Chow, M Ghavamzadeh
Artificial Intelligence and Statistics, 1468-1476, 2017
182017
Online isotonic regression
W Kotłowski, WM Koolen, A Malek
Conference on Learning Theory, 1165-1189, 2016
182016
Large-scale Markov decision problems with KL control cost and its application to crowdsourcing
Y Abbasi-Yadkori, P Bartlett, X Chen, A Malek
International Conference on Machine Learning, 1053-1062, 2015
172015
Efficient minimax strategies for square loss games
WM Koolen, A Malek, PL Bartlett
Advances in Neural Information Processing Systems 27, 2014
172014
Anytime-valid inference for multinomial count data
M Lindon, A Malek
Advances in Neural Information Processing Systems 35, 2817-2831, 2022
162022
Large-scale Markov decision problems via the linear programming dual
Y Abbasi-Yadkori, PL Bartlett, X Chen, A Malek
arXiv preprint arXiv:1901.01992, 2019
142019
Sample size determination in sequential hypothesis testing
AJ Malek, Y Chow, M Ghavamzadeh
US Patent 10,755,304, 2020
92020
Random permutation online isotonic regression
W Kotlowski, WM Koolen, A Malek
Advances in Neural Information Processing Systems 30, 2017
92017
Horizon-independent minimax linear regression
A Malek, PL Bartlett
Advances in Neural Information Processing Systems 31, 2018
82018
Systems and methods associated with sequential multiple hypothesis testing
M Ghavamzadeh, AJ Malek, Y Chow, S Katariya
US Patent 10,586,200, 2020
72020
Testing an Effect of User Interaction with Digital Content in a Digital Medium Environment
N Vlassis, M Ghavamzadeh, AJ Malek
US Patent App. 15/269,003, 2018
52018
Asymptotically best causal effect identification with multi-armed bandits
A Malek, S Chiappa
Advances in Neural Information Processing Systems 34, 21960-21971, 2021
42021
Additive causal bandits with unknown graph
A Malek, V Aglietti, S Chiappa
International Conference on Machine Learning, 23574-23589, 2023
32023
Sequential Testing of Multinomial Hypotheses with Applications to Detecting Implementation Errors and Missing Data in Randomized Experiments
M Lindon, A Malek
arXiv preprint arXiv:2011.03567, 2020
32020
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