v1v2 (latest)

Constrained Linear Thompson Sampling

3 March 2025

Papers citing "Constrained Linear Thompson Sampling"

21 / 21 papers shown

Title
Testing the Feasibility of Linear Programs with Bandit Feedback Aditya Gangrade Aditya Gopalan Venkatesh Saligrama Clayton Scott 77 2 0 21 Jun 2024
Contextual Bandits with Stage-wise Constraints Aldo Pacchiano Mohammad Ghavamzadeh Peter L. Bartlett 44 9 0 15 Jan 2024
Convex Methods for Constrained Linear Bandits Amirhossein Afsharrad Ahmadreza Moradipari Sanjay Lall 39 4 0 07 Nov 2023
Directional Optimism for Safe Linear Bandits Spencer Hutchinson Berkay Turan M. Alizadeh 80 8 0 29 Aug 2023
Pure Exploration in Bandits with Linear Constraints Emil Carlsson Debabrota Basu Fredrik D. Johansson Devdatt Dubhashi 73 4 0 22 Jun 2023
The Impact of the Geometric Properties of the Constraint Set in Safe Optimization with Bandit Feedback Spencer Hutchinson Berkay Turan M. Alizadeh 54 7 0 01 May 2023
Information-Theoretic Safe Exploration with Gaussian Processes A. Bottero Carlos E. Luis Julia Vinogradska Felix Berkenkamp Jan Peters 71 15 0 09 Dec 2022
Safe Linear Bandits over Unknown Polytopes Aditya Gangrade Tianrui Chen Venkatesh Saligrama 81 8 0 27 Sep 2022
Exploration in Linear Bandits with Rich Action Sets and its Implications for Inference Debangshu Banerjee Avishek Ghosh Sayak Ray Chowdhury Aditya Gopalan 61 10 0 23 Jul 2022
Active Learning with Safety Constraints Romain Camilleri Andrew Wagenmaker Jamie Morgenstern Lalit P. Jain Kevin Jamieson 64 14 0 22 Jun 2022
Strategies for Safe Multi-Armed Bandits with Logarithmic Regret and Risk Tianrui Chen Aditya Gangrade Venkatesh Saligrama 71 12 0 01 Apr 2022
Learning to be Fair: A Consequentialist Approach to Equitable Decision-Making Alex Chohlas-Wood Madison Coots Henry Zhu Emma Brunskill Sharad Goel FaML 55 25 0 18 Sep 2021
The Elliptical Potential Lemma Revisited Alexandra Carpentier Claire Vernade Yasin Abbasi-Yadkori 173 21 0 20 Oct 2020
Stochastic Bandits with Linear Constraints Aldo Pacchiano Mohammad Ghavamzadeh Peter L. Bartlett Heinrich Jiang 83 73 0 17 Jun 2020
Safe Linear Thompson Sampling with Side Information Ahmadreza Moradipari Sanae Amani M. Alizadeh Christos Thrampoulidis 159 44 0 06 Nov 2019
Linear Stochastic Bandits Under Safety Constraints Sanae Amani M. Alizadeh Christos Thrampoulidis 85 123 0 16 Aug 2019
Time-uniform, nonparametric, nonasymptotic confidence sequences Steven R. Howard Aaditya Ramdas Jon D. McAuliffe Jasjeet Sekhon 119 245 0 18 Oct 2018
Linear Contextual Bandits with Knapsacks Shipra Agrawal Nikhil R. Devanur 180 144 0 24 Jul 2015
Bandits with concave rewards and convex knapsacks Shipra Agrawal Nikhil R. Devanur 136 201 0 24 Feb 2014
Bandits with Knapsacks Ashwinkumar Badanidiyuru Robert D. Kleinberg Aleksandrs Slivkins 143 433 0 11 May 2013
Thompson Sampling for Contextual Bandits with Linear Payoffs Shipra Agrawal Navin Goyal 211 1,006 0 15 Sep 2012