Best Arm Identification with Safety Constraints

23 November 2021

Papers citing "Best Arm Identification with Safety Constraints"

18 / 18 papers shown

Title
Constrained Online Decision-Making: A Unified Framework Haichen Hu David Simchi-Levi Navid Azizan 34 0 0 11 May 2025
Constrained Best Arm Identification in Grouped Bandits Sahil Dharod Malyala Preethi Sravani Sakshi Heda Sharayu Moharir 70 0 0 11 Dec 2024
Learning to Explore with Lagrangians for Bandits under Unknown Linear Constraints Udvas Das Debabrota Basu 24 0 0 24 Oct 2024
Pure Exploration for Constrained Best Mixed Arm Identification with a Fixed Budget Dengwang Tang Rahul Jain Ashutosh Nayyar Pierluigi Nuzzo 43 0 0 23 May 2024
Cost Aware Best Arm Identification Kellen Kanarios Qining Zhang Lei Ying 22 5 0 26 Feb 2024
Fair Active Learning in Low-Data Regimes Romain Camilleri Andrew Wagenmaker Jamie Morgenstern Lalit P. Jain Kevin Jamieson FaML 17 1 0 13 Dec 2023
Robust Best-arm Identification in Linear Bandits Wei Wang Sattar Vakili Ilija Bogunovic 20 0 0 08 Nov 2023
Price of Safety in Linear Best Arm Identification Xuedong Shang Igor Colin M. Barlier Hamza Cherkaoui LLMSV 19 3 0 15 Sep 2023
Directional Optimism for Safe Linear Bandits Spencer Hutchinson Berkay Turan M. Alizadeh 8 8 0 29 Aug 2023
Pure Exploration in Bandits with Linear Constraints Emil Carlsson Debabrota Basu Fredrik D. Johansson Devdatt Dubhashi 34 2 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 19 7 0 01 May 2023
Best Arm Identification with Fairness Constraints on Subpopulations Yuhang Wu Zeyu Zheng Tingyu Zhu 6 8 0 08 Apr 2023
Benefits of Monotonicity in Safe Exploration with Gaussian Processes Arpan Losalka Jonathan Scarlett 11 1 0 03 Nov 2022
Safe Linear Bandits over Unknown Polytopes Aditya Gangrade Tianrui Chen Venkatesh Saligrama 30 6 0 27 Sep 2022
Active Learning with Safety Constraints Romain Camilleri Andrew Wagenmaker Jamie Morgenstern Lalit P. Jain Kevin G. Jamieson 23 12 0 22 Jun 2022
Interactively Learning Preference Constraints in Linear Bandits David Lindner Sebastian Tschiatschek Katja Hofmann Andreas Krause 17 12 0 10 Jun 2022
Strategies for Safe Multi-Armed Bandits with Logarithmic Regret and Risk Tianrui Chen Aditya Gangrade Venkatesh Saligrama 18 11 0 01 Apr 2022
Contextual Combinatorial Multi-output GP Bandits with Group Constraints Sepehr Elahi Baran Atalar Sevda Öğüt Cem Tekin 22 2 0 29 Nov 2021