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Abbas Kazerouni
Tytuł
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A Tutorial on Thompson Sampling
DJ Russo, B Van Roy, A Kazerouni, I Osband, Z Wen
Foundations and Trends® in Machine Learning 11 (1), 1-96, 2018
12762018
Conservative Contextual Linear Bandits
A Kazerouni, M Ghavamzadeh, Y Abbasi-Yadkori, B Van Roy
Advances in Neural Information Processing Systems (NIPS), 2017, 2017
1282017
Optimal screening and donor management in a public stool bank
A Kazerouni, J Burgess, LJ Burns, LM Wein
Microbiome 3, 1-8, 2015
622015
Exploring the Efficacy of Pooled Stools in Fecal Microbiota Transplantation for Microbiota-associated Chronic Diseases
A Kazerouni, LM Wein
PloS one 12.1 (2017): e0163956., 2017
432017
Best arm identification in generalized linear bandits
A Kazerouni, LM Wein
Operations Research Letters 49 (3), 365-371, 2021
342021
Optimal online strategies for an energy harvesting system with Bernoulli energy recharges
A Kazerouni, A Özgür
2015 13th International Symposium on Modeling and Optimization in Mobile, Ad …, 2015
302015
Bayesian denoising: From MAP to MMSE using consistent cycle spinning
A Kazerouni, US Kamilov, E Bostan, M Unser
IEEE Signal Processing Letters 20 (3), 249-252, 2013
292013
Multi-armed bandits with cost subsidy
D Sinha, KA Sankararaman, A Kazerouni, V Avadhanula
International Conference on Artificial Intelligence and Statistics, 3016-3024, 2021
222021
Systems and methods for active learning
Q Zhao, A Kazerouni, S Tata, J Xie, M Najork
US Patent 11,526,752, 2022
152022
Active learning for skewed data sets
A Kazerouni, Q Zhao, J Xie, S Tata, M Najork
arXiv preprint arXiv:2005.11442, 2020
132020
Increasing capacity in massive MIMO cellular networks via small cells
A Kazerouni, FJ Lopez-Martinez, A Goldsmith
2014 IEEE Globecom Workshops (GC Wkshps), 358-363, 2014
132014
Conservative learning algorithm for safe personalized recommendation
M Ghavamzadeh, A Kazerouni
US Patent 11,004,011, 2021
62021
Learning to price with reference effects
A Kazerouni, B Van Roy
arXiv preprint arXiv:1708.09020, 2017
62017
Effect of traffic-load dependent vehicle routing algorithm on the connectivity in VANETs
A Kazerooni, F Ashtiani
2011 IEEE 73rd Vehicular Technology Conference (VTC Spring), 1-5, 2011
52011
BOW: First real-world demonstration of a firewall-based Bayesian optimization system for wavelength deployment
Z Zhong, M Ghobadi, M Balandat, S Katti, A Kazerouni, J Leach, ...
2021 Optical Fiber Communications Conference and Exhibition (OFC), 1-3, 2021
22021
Information-based Feature Selection
F Farnia, A Kazerouni, A Babveyh
CS229, 2018
22018
Sequential hypothesis testing in a digital medium environment using continuous data
A Kazerouni, M Ghavamzadeh
US Patent 11,860,972, 2024
2024
Practical Policy Optimization with Personalized Experimentation
M Garrard, H Wang, B Letham, S Singh, A Kazerouni, S Tan, Z Wang, ...
arXiv preprint arXiv:2303.17648, 2023
2023
Sequential hypothesis testing in a digital medium environment using continuous data
A Kazerouni, M Ghavamzadeh
US Patent 11,042,603, 2021
2021
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