Provably Optimal Algorithms for Generalized Linear Contextual Bandits

28 February 2017

Papers citing "Provably Optimal Algorithms for Generalized Linear Contextual Bandits"

6 / 6 papers shown

Title
Taming the Monster: A Fast and Simple Algorithm for Contextual Bandits Alekh Agarwal Daniel J. Hsu Satyen Kale John Langford Lihong Li Robert Schapire OffRL 256 504 0 04 Feb 2014
Learning to Optimize Via Posterior Sampling Daniel Russo Benjamin Van Roy 163 699 0 11 Jan 2013
A Contextual-Bandit Approach to Personalized News Article Recommendation Lihong Li Wei Chu John Langford Robert Schapire 333 2,935 0 28 Feb 2010
Contextual Bandit Algorithms with Supervised Learning Guarantees A. Beygelzimer John Langford Lihong Li L. Reyzin Robert Schapire OffRL 166 324 0 22 Feb 2010
Linearly Parameterized Bandits Paat Rusmevichientong J. Tsitsiklis 259 558 0 18 Dec 2008
Simultaneous analysis of Lasso and Dantzig selector Peter J. Bickel Yaácov Ritov Alexandre B. Tsybakov 388 2,527 0 07 Jan 2008