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Optimal and Greedy Algorithms for Multi-Armed Bandits with Many Arms


Feb 24, 2020
Mohsen Bayati, Nima Hamidi, Ramesh Johari, Khashayar Khosravi


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Semi-parametric dynamic contextual pricing


Jan 07, 2019
Virag Shah, Jose Blanchet, Ramesh Johari

* 21 pages, 1 table 

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Designing Optimal Binary Rating Systems


Oct 28, 2018
Nikhil Garg, Ramesh Johari

* 39 pages 

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Bandit Learning with Positive Externalities


Oct 26, 2018
Virag Shah, Jose Blanchet, Ramesh Johari

* 30 pages, 1 table, 2 figures 

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Exploration vs. Exploitation in Team Formation


Oct 12, 2018
Ramesh Johari, Vijay Kamble, Anilesh K. Krishnaswamy, Hannah Li


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Matching while Learning


Oct 01, 2018
Ramesh Johari, Vijay Kamble, Yash Kanoria


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Optimal Testing in the Experiment-rich Regime


May 30, 2018
Sven Schmit, Virag Shah, Ramesh Johari


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Learning with Abandonment


Feb 23, 2018
Ramesh Johari, Sven Schmit


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Online Active Linear Regression via Thresholding


Dec 21, 2016
Carlos Riquelme, Ramesh Johari, Baosen Zhang

* Published in AAAI 2017 

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Clustered Bandits


Jun 19, 2012
Loc Bui, Ramesh Johari, Shie Mannor

* 19 pages, 2 figures, under review 

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