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

Bandit Social Learning under Myopic Behavior NIPS 2023
Posterior Tracking Algorithm for Classification Bandits AISTATS 2023
Learning in POMDPs is Sample-Efficient with Hindsight Observability ICML 2023
Optimality of Thompson Sampling with Noninformative Priors for Pareto Bandits ICML 2023
Trading-off price for data quality to achieve fair online allocation NIPS 2023
Multi-Task Off-Policy Learning from Bandit Feedback ICML 2023
Randomized Greedy Learning for Non-monotone Stochastic Submodular Maximization Under Full-bandit Feedback AISTATS 2023
Online Restless Bandits with Unobserved States ICML 2023
Meta Learning of Interface Conditions for Multi-Domain Physics-Informed Neural Networks ICML 2023
Non-Stationary Bandits with Auto-Regressive Temporal Dependency NIPS 2023
Optimal Algorithms for Latent Bandits with Cluster Structure AISTATS 2023
Competing for Shareable Arms in Multi-Player Multi-Armed Bandits ICML 2023
On-Demand Communication for Asynchronous Multi-Agent Bandits AISTATS 2023
Contextual Bandits with Packing and Covering Constraints: A Modular Lagrangian Approach via Regression COLT 2023
Adaptation to Misspecified Kernel Regularity in Kernelised Bandits AISTATS 2023
Contextual Combinatorial Bandits with Probabilistically Triggered Arms ICML 2023
In-Context Impersonation Reveals Large Language Models' Strengths and Biases NIPS 2023
Balancing Risk and Reward: A Batched-Bandit Strategy for Automated Phased Release NIPS 2023
Decentralized Randomly Distributed Multi-agent Multi-armed Bandit with Heterogeneous Rewards NIPS 2023
Statistical and Computational Trade-off in Multi-Agent Multi-Armed Bandits NIPS 2023
Bandit Learnability can be Undecidable COLT 2023
Module-wise Adaptive Distillation for Multimodality Foundation Models NIPS 2023
Robust Budget Pacing with a Single Sample ICML 2023
Non-Asymptotic Analysis of a UCB-based Top Two Algorithm NIPS 2023
BanditPAM++: Faster $k$-medoids Clustering NIPS 2023