Thompson Sampling for 1-Dimensional Exponential Family Bandits

12 July 2013

Papers citing "Thompson Sampling for 1-Dimensional Exponential Family Bandits"

35 / 85 papers shown

Title
Adaptive Sensor Placement for Continuous Spaces James A Grant A. Boukouvalas Ryan-Rhys Griffiths David S Leslie Sattar Vakili Enrique Munoz de Cote 31 13 0 16 May 2019
Data Poisoning Attacks on Stochastic Bandits Fang Liu Ness B. Shroff AAML 25 98 0 16 May 2019
Thompson Sampling for Noncompliant Bandits Andrew Stirn Tony Jebara 11 5 0 03 Dec 2018
A Unified Approach to Translate Classical Bandit Algorithms to the Structured Bandit Setting Samarth Gupta Shreyas Chaudhari Subhojyoti Mukherjee Gauri Joshi Osman Yağan 22 10 0 18 Oct 2018
Nonparametric Gaussian Mixture Models for the Multi-Armed Bandit Iñigo Urteaga C. Wiggins 22 2 0 08 Aug 2018
Optimization of a SSP's Header Bidding Strategy using Thompson Sampling Grégoire Jauvion Nicolas Grislain P. D. Sielenou Aurélien Garivier Sébastien Gerchinovitz 19 19 0 09 Jul 2018
Infinite Arms Bandit: Optimality via Confidence Bounds H. Chan Shouri Hu 19 11 0 30 May 2018
KL-UCB-switch: optimal regret bounds for stochastic bandits from both a distribution-dependent and a distribution-free viewpoints Aurélien Garivier Hédi Hadiji Pierre Menard Gilles Stoltz 30 32 0 14 May 2018
Profitable Bandits Mastane Achab Stephan Clémençon Aurélien Garivier 34 5 0 08 May 2018
UCBoost: A Boosting Approach to Tame Complexity and Optimality for Stochastic Bandits Fang Liu Sinong Wang Swapna Buccapatnam Ness B. Shroff 17 7 0 16 Apr 2018
Cuttlefish: A Lightweight Primitive for Adaptive Query Processing Tomer Kaftan Magdalena Balazinska Alvin Cheung J. Gehrke 26 26 0 26 Feb 2018
Variational inference for the multi-armed contextual bandit Iñigo Urteaga C. Wiggins 24 29 0 10 Sep 2017
Bayesian bandits: balancing the exploration-exploitation tradeoff via double sampling Iñigo Urteaga C. Wiggins 14 4 0 10 Sep 2017
Bayesian Dyadic Trees and Histograms for Regression S. V. D. Pas Veronika Rockova 47 22 0 31 Jul 2017
A Scale Free Algorithm for Stochastic Bandits with Bounded Kurtosis Tor Lattimore 40 19 0 27 Mar 2017
The Multi-Armed Bandit Problem: An Efficient Non-Parametric Solution H. Chan 52 15 0 24 Mar 2017
A minimax and asymptotically optimal algorithm for stochastic bandits Pierre Ménard Aurélien Garivier 40 59 0 23 Feb 2017
Estimating Quality in Multi-Objective Bandits Optimization A. Durand Christian Gagné 16 1 0 04 Jan 2017
The End of Optimism? An Asymptotic Analysis of Finite-Armed Linear Bandits Tor Lattimore Csaba Szepesvári 24 103 0 14 Oct 2016
Asymptotically Optimal Algorithms for Budgeted Multiple Play Bandits Alexander Luedtke E. Kaufmann Antoine Chambaz 25 7 0 30 Jun 2016
Online Algorithms For Parameter Mean And Variance Estimation In Dynamic Regression Models C. Gomez-Uribe 4 6 0 18 May 2016
Simple Bayesian Algorithms for Best Arm Identification Daniel Russo 36 273 0 26 Feb 2016
On Bayesian index policies for sequential resource allocation E. Kaufmann 48 84 0 06 Jan 2016
Optimally Confident UCB: Improved Regret for Finite-Armed Bandits Tor Lattimore 27 46 0 28 Jul 2015
Optimal Regret Analysis of Thompson Sampling in Stochastic Multi-armed Bandit Problem with Multiple Plays Junpei Komiyama Junya Honda Hiroshi Nakagawa 27 134 0 02 Jun 2015
An Asymptotically Optimal Policy for Uniform Bandits of Unknown Support Wesley Cowan M. Katehakis 29 27 0 08 May 2015
Global Bandits Onur Atan Cem Tekin Mihaela van der Schaar 34 16 0 29 Mar 2015
Bounded Regret for Finite-Armed Structured Bandits Tor Lattimore Rémi Munos 27 69 0 11 Nov 2014
Global Bandits with Holder Continuity Onur Atan Cem Tekin M. Schaar 29 24 0 29 Oct 2014
Thompson Sampling for Learning Parameterized Markov Decision Processes Aditya Gopalan Shie Mannor 33 0 0 29 Jun 2014
An Information-Theoretic Analysis of Thompson Sampling Daniel Russo Benjamin Van Roy 39 421 0 21 Mar 2014
Optimality of Thompson Sampling for Gaussian Bandits Depends on Priors Junya Honda Akimichi Takemura 24 63 0 08 Nov 2013
Thompson Sampling for Complex Bandit Problems Aditya Gopalan Shie Mannor Yishay Mansour 26 200 0 03 Nov 2013
Generalized Thompson Sampling for Sequential Decision-Making and Causal Inference Pedro A. Ortega Daniel A. Braun CML 57 52 0 18 Mar 2013
Learning to Optimize Via Posterior Sampling Daniel Russo Benjamin Van Roy 50 694 0 11 Jan 2013