Alan Malek
TitleCited byYear
Linear programming for large-scale Markov decision problems
Y Abbasi-Yadkori, PL Bartlett, A Malek
JMLR Workshop and Conference Proceedings, 496-504, 2014
222014
Minimax time series prediction
WM Koolen, A Malek, PL Bartlett, Y Abbasi
Advances in Neural Information Processing Systems, 2557-2565, 2015
152015
Minimax fixed-design linear regression
P Bartlett, W Koolen, A Malek, E Takimoto, M Warmuth
Proceedings of Machine Learning Research 40, 226-239, 2015
122015
Efficient minimax strategies for square loss games
WM Koolen, A Malek, PL Bartlett
Advances in Neural Information Processing Systems, 3230-3238, 2014
112014
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
82015
Best of both worlds: Stochastic & adversarial best-arm identification
Y Abbasi-Yadkori, P Bartlett, V Gabillon, A Malek, M Valko
62018
Sequential multiple hypothesis testing with type I error control
A Malek, S Katariya, Y Chow, M Ghavamzadeh
Artificial Intelligence and Statistics, 1468-1476, 2017
62017
Hit-and-run for sampling and planning in non-convex spaces
Y Abbasi-Yadkori, PL Bartlett, V Gabillon, A Malek
arXiv preprint arXiv:1610.08865, 2016
62016
Best Arm Identification for Contaminated Bandits
J Altschuler, VE Brunel, A Malek
Journal of Machine Learning Research 20 (91), 1-39, 2019
42019
Online isotonic regression
W Kotłowski, WM Koolen, A Malek
Conference on Learning Theory, 1165-1189, 2016
42016
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
22019
Horizon-independent minimax linear regression
A Malek, PL Bartlett
Advances in Neural Information Processing Systems, 5259-5268, 2018
12018
Random permutation online isotonic regression
W Kotlowski, WM Koolen, A Malek
Advances in Neural Information Processing Systems, 4180-4189, 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
Systems and methods associated with sequential multiple hypothesis testing
M Ghavamzadeh, AJ Malek, Y Chow, S Katariya
US Patent App. 15/156,008, 2017
2017
Sample Size Determination in Sequential Hypothesis Testing
AJ Malek, Y Chow, M Ghavamzadeh
US Patent App. 15/148,390, 2017
2017
Efficient Sequential Decision Making
A Malek
UC Berkeley, 2017
2017
Current Research Projects
W Koolen, A Malek, P Bartlett
Advances in Neural Information Processing Systems (NIPS), 2015
2015
Minimax time series prediction
WM Koolen-Wijkstra, A Malek, P Bartlett, Y Abbasi
2015
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Articles 1–19