Abbas Kazerouni
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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
Conservative Contextual Linear Bandits
A Kazerouni, M Ghavamzadeh, Y Abbasi-Yadkori, B Van Roy
Advances in Neural Information Processing Systems (NIPS), 2017, 2017
Optimal screening and donor management in a public stool bank
A Kazerouni, J Burgess, LJ Burns, LM Wein
Microbiome 3 (1), 75, 2015
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
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
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
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
Best arm identification in generalized linear bandits
A Kazerouni, LM Wein
arXiv preprint arXiv:1905.08224, 2019
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
Learning to price with reference effects
A Kazerouni, B Van Roy
Available at SSRN 3016807, 2017
Sequential Hypothesis Testing in a Digital Medium Environment using Continuous Data
A Kazerouni, M Ghavamzadeh
US Patent App. 15/347,311, 2018
Active Learning for Skewed Data Sets
A Kazerouni, Q Zhao, J Xie, S Tata, M Najork
arXiv preprint arXiv:2005.11442, 2020
Multi-armed Bandits with Cost Subsidy
D Sinha, KA Sankararama, A Kazerouni, V Avadhanula
arXiv preprint arXiv:2011.01488, 2020
Systems and Methods for Active Learning
Q Zhao, A Kazerouni, S Tata, J Xie, M Najork
US Patent App. 16/750,053, 2020
Best Arm Idenfitication in Generalized Linear Bandits
LM Wein, A Kazerouni
Stanford University, Graduate School of Business Research Papers, 2019
Efficient Exploration in Bandit and Reinforcement Learning
A Kazerouni
PQDT-Global, 2019
Conservative Learning Algorithm for Safe Personalized Recommendation
M Ghavamzadeh, A Kazerouni
US Patent App. 15/424,695, 2018
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