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 | 1119 | 2018 |
Conservative Contextual Linear Bandits A Kazerouni, M Ghavamzadeh, Y Abbasi-Yadkori, B Van Roy Advances in Neural Information Processing Systems (NIPS), 2017, 2017 | 116 | 2017 |
Optimal screening and donor management in a public stool bank A Kazerouni, J Burgess, LJ Burns, LM Wein Microbiome 3, 1-8, 2015 | 59 | 2015 |
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 | 41 | 2017 |
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 | 29 | 2015 |
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 | 27 | 2013 |
Best arm identification in generalized linear bandits A Kazerouni, LM Wein Operations Research Letters 49 (3), 365-371, 2021 | 26 | 2021 |
Multi-armed bandits with cost subsidy D Sinha, KA Sankararaman, A Kazerouni, V Avadhanula International Conference on Artificial Intelligence and Statistics, 3016-3024, 2021 | 22 | 2021 |
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 | 13 | 2014 |
Active learning for skewed data sets A Kazerouni, Q Zhao, J Xie, S Tata, M Najork arXiv preprint arXiv:2005.11442, 2020 | 12 | 2020 |
Learning to price with reference effects A Kazerouni, B Van Roy arXiv preprint arXiv:1708.09020, 2017 | 6 | 2017 |
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 | 5 | 2011 |
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 | 2 | 2021 |
Information-based Feature Selection F Farnia, A Kazerouni, A Babveyh CS229, 2018 | 2 | 2018 |
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 |
Systems and methods for active learning Q Zhao, A Kazerouni, S Tata, J Xie, M Najork US Patent 11,526,752, 2022 | | 2022 |
Sequential hypothesis testing in a digital medium environment using continuous data A Kazerouni, M Ghavamzadeh US Patent 11,042,603, 2021 | | 2021 |
Conservative learning algorithm for safe personalized recommendation M Ghavamzadeh, A Kazerouni US Patent 11,004,011, 2021 | | 2021 |