Best Arm Identification with Safety Constraints

23 November 2021

Papers citing "Best Arm Identification with Safety Constraints"

18 / 18 papers shown

Title
Multi-Metric Adaptive Experimental Design under Fixed Budget with Validation Qining Zhang Tanner Fiez Yi Liu Wenyang Liu 64 0 0 03 Jun 2025
Constrained Best Arm Identification in Grouped Bandits Sahil Dharod Malyala Preethi Sravani Sakshi Heda Sharayu Moharir 115 0 0 11 Dec 2024
Learning to Explore with Lagrangians for Bandits under Unknown Linear Constraints Udvas Das Debabrota Basu 72 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 81 2 0 23 May 2024
Cost Aware Best Arm Identification Kellen Kanarios Qining Zhang Lei Ying 92 9 0 26 Feb 2024
Fair Active Learning in Low-Data Regimes Romain Camilleri Andrew Wagenmaker Jamie Morgenstern Lalit P. Jain Kevin Jamieson FaML 57 1 0 13 Dec 2023
Robust Best-arm Identification in Linear Bandits Wei Wang Sattar Vakili Ilija Bogunovic 67 0 0 08 Nov 2023
Price of Safety in Linear Best Arm Identification Xuedong Shang Igor Colin M. Barlier Hamza Cherkaoui LLMSV 58 5 0 15 Sep 2023
Directional Optimism for Safe Linear Bandits Spencer Hutchinson Berkay Turan M. Alizadeh 82 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
Best Arm Identification with Fairness Constraints on Subpopulations Yuhang Wu Zeyu Zheng Tingyu Zhu 51 9 0 08 Apr 2023
Benefits of Monotonicity in Safe Exploration with Gaussian Processes Arpan Losalka Jonathan Scarlett 55 1 0 03 Nov 2022
Safe Linear Bandits over Unknown Polytopes Aditya Gangrade Tianrui Chen Venkatesh Saligrama 81 8 0 27 Sep 2022
Active Learning with Safety Constraints Romain Camilleri Andrew Wagenmaker Jamie Morgenstern Lalit P. Jain Kevin Jamieson 66 14 0 22 Jun 2022
Interactively Learning Preference Constraints in Linear Bandits David Lindner Sebastian Tschiatschek Katja Hofmann Andreas Krause 79 14 0 10 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
Contextual Combinatorial Multi-output GP Bandits with Group Constraints Sepehr Elahi Baran Atalar Sevda Öğüt Cem Tekin 59 2 0 29 Nov 2021