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Alan Malek
Alan Malek
Dirección de correo verificada de mit.edu - Página principal
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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
462014
Best Arm Identification for Contaminated Bandits.
JM Altschuler, VE Brunel, A Malek
J. Mach. Learn. Res. 20 (91), 1-39, 2019
352019
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
252018
Minimax time series prediction
WM Koolen, A Malek, PL Bartlett, Y Abbasi Yadkori
Advances in Neural Information Processing Systems 28, 2015
252015
Minimax fixed-design linear regression
PL Bartlett, WM Koolen, A Malek, E Takimoto, MK Warmuth
Conference on Learning Theory, 226-239, 2015
212015
Efficient minimax strategies for square loss games
WM Koolen, A Malek, PL Bartlett
Advances in Neural Information Processing Systems 27, 2014
172014
Sequential multiple hypothesis testing with type I error control
A Malek, S Katariya, Y Chow, M Ghavamzadeh
Artificial Intelligence and Statistics, 1468-1476, 2017
162017
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
162017
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
162015
Online isotonic regression
W Kotłowski, WM Koolen, A Malek
Conference on Learning Theory, 1165-1189, 2016
142016
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
122019
Random permutation online isotonic regression
W Kotlowski, WM Koolen, A Malek
Advances in Neural Information Processing Systems 30, 2017
62017
Systems and methods associated with sequential multiple hypothesis testing
M Ghavamzadeh, AJ Malek, Y Chow, S Katariya
US Patent 10,586,200, 2020
52020
Horizon-independent minimax linear regression
A Malek, PL Bartlett
Advances in Neural Information Processing Systems 31, 2018
52018
Sample size determination in sequential hypothesis testing
AJ Malek, Y Chow, M Ghavamzadeh
US Patent 10,755,304, 2020
42020
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
Asymptotically Best Causal Effect Identification with Multi-Armed Bandits
A Malek, S Chiappa
Advances in Neural Information Processing Systems 34, 21960-21971, 2021
22021
Prequential MDL for Causal Structure Learning with Neural Networks
J Bornschein, S Chiappa, A Malek, RN Ke
arXiv preprint arXiv:2107.05481, 2021
12021
Efficient sequential decision making
A Malek
University of California, Berkeley, 2017
12017
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
2018
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Artículos 1–20