Latent Contextual Bandits and their Application to Personalized Recommendations for New Users

22 April 2016

Papers citing "Latent Contextual Bandits and their Application to Personalized Recommendations for New Users"

14 / 14 papers shown

Title
Non-Stationary Latent Auto-Regressive Bandits Anna L. Trella Walter Dempsey Asim H. Gazi Ziping Xu Finale Doshi-Velez Susan A. Murphy 117 1 0 05 Feb 2024
A Survey on Contextual Multi-armed Bandits Li Zhou 55 124 0 13 Aug 2015
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 394 508 0 04 Feb 2014
Online Clustering of Bandits Claudio Gentile Shuai Li Giovanni Zappella 137 264 0 31 Jan 2014
Generalized Thompson Sampling for Contextual Bandits Lihong Li 118 23 0 27 Oct 2013
Sequential Transfer in Multi-armed Bandit with Finite Set of Models M. G. Azar A. Lazaric Emma Brunskill OffRL 160 114 0 25 Jul 2013
Spectral Experts for Estimating Mixtures of Linear Regressions Arun Tejasvi Chaganty Percy Liang 115 142 0 17 Jun 2013
Tensor decompositions for learning latent variable models Anima Anandkumar Rong Ge Daniel J. Hsu Sham Kakade Matus Telgarsky 432 1,145 0 29 Oct 2012
Thompson Sampling for Contextual Bandits with Linear Payoffs Shipra Agrawal Navin Goyal 195 1,000 0 15 Sep 2012
Hierarchical Exploration for Accelerating Contextual Bandits Yisong Yue S. Hong Carlos Guestrin 69 51 0 27 Jun 2012
Unbiased Offline Evaluation of Contextual-bandit-based News Article Recommendation Algorithms Lihong Li Wei Chu John Langford Xuanhui Wang OffRL 214 575 0 31 Mar 2010
A Contextual-Bandit Approach to Personalized News Article Recommendation Lihong Li Wei Chu John Langford Robert Schapire 459 2,951 0 28 Feb 2010
Learning from Logged Implicit Exploration Data Alexander L. Strehl John Langford Sham Kakade Lihong Li OffRL 181 255 0 27 Feb 2010
Contextual Bandit Algorithms with Supervised Learning Guarantees A. Beygelzimer John Langford Lihong Li L. Reyzin Robert Schapire OffRL 199 325 0 22 Feb 2010