conftrace_

multi-armed bandit

1098 papers

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Also known as

MAB

Co-occurring keywords

regret bound (1926) online learning (1777) stochastic optimization (1060) thompson sampling (237) upper confidence bound (197) regret minimization (315) online algorithm (445) sample complexity (1169) contextual bandit (381) best arm identification (85)

Papers

Preference-based Pure Exploration NIPS 2024
Online Learning with Sublinear Best-Action Queries NIPS 2024
Sum-max Submodular Bandits AISTATS 2024
Online learning in bandits with predicted context AISTATS 2024
Communication-Efficient Collaborative Regret Minimization in Multi-Armed Bandits AAAI 2024
Best Arm Identification with Resource Constraints AISTATS 2024
Online Learning of Delayed Choices NIPS 2024
Information Capacity Regret Bounds for Bandits with Mediator Feedback JMLR 2024
Model-Based Best Arm Identification for Decreasing Bandits AISTATS 2024
Learning Human-like Representations to Enable Learning Human Values NIPS 2024
Learning Fair Division from Bandit Feedback AISTATS 2024
A Survey on Multi-player Bandits JMLR 2024
Queueing Matching Bandits with Preference Feedback NIPS 2024
Improving Health Information Access in the World’s Largest Maternal Mobile Health Program via Bandit Algorithms AAAI 2024
Building Higher-Order Abstractions from the Components of Recommender Systems AAAI 2024
Optimal Learning Policies for Differential Privacy in Multi-armed Bandits JMLR 2024
Can Probabilistic Feedback Drive User Impacts in Online Platforms? AISTATS 2024
Using Adaptive Bandit Experiments to Increase and Investigate Engagement in Mental Health AAAI 2024
Optimal Top-Two Method for Best Arm Identification and Fluid Analysis NIPS 2024
PRODuctive bandits: Importance Weighting No More NIPS 2024
Bandits with Ranking Feedback NIPS 2024
Adaptive Anytime Multi-Agent Path Finding Using Bandit-Based Large Neighborhood Search AAAI 2024
Finite-time Analysis of Globally Nonstationary Multi-Armed Bandits JMLR 2024
Learning to Price Homogeneous Data NIPS 2024
Improved Regret Bounds of (Multinomial) Logistic Bandits via Regret-to-Confidence-Set Conversion AISTATS 2024