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

Bayesian Optimization with Conformal Prediction Sets AISTATS 2023
Online Defense Strategies for Reinforcement Learning Against Adaptive Reward Poisoning AISTATS 2023
In-Context Impersonation Reveals Large Language Models' Strengths and Biases NIPS 2023
Trading-off price for data quality to achieve fair online allocation NIPS 2023
Non-Stationary Bandits with Auto-Regressive Temporal Dependency NIPS 2023
Adaptive Algorithms for Relaxed Pareto Set Identification NIPS 2023
Last Switch Dependent Bandits with Monotone Payoff Functions ICML 2023
Optimal Execution via Multi-Objective Multi-Armed Bandits (Student Abstract) AAAI 2023
Online Restless Bandits with Unobserved States ICML 2023
Adaptation to the Range in K-Armed Bandits JMLR 2023
Online Hyperparameter Optimization for Class-Incremental Learning AAAI 2023
TS-UCB: Improving on Thompson Sampling With Little to No Additional Computation AISTATS 2023
Further Adaptive Best-of-Both-Worlds Algorithm for Combinatorial Semi-Bandits AISTATS 2023
Maximum Average Randomly Sampled: A Scale Free and Non-parametric Algorithm for Stochastic Bandits NIPS 2023
TRAttack: Text Rewriting Attack Against Text Retrieval ACL 2022
Nonstochastic Bandits with Composite Anonymous Feedback JMLR 2022
Towards Optimal Algorithms for Multi-Player Bandits without Collision Sensing Information COLT 2022
Multi-Agent Multi-Armed Bandits with Limited Communication JMLR 2022
KL-UCB-Switch: Optimal Regret Bounds for Stochastic Bandits from Both a Distribution-Dependent and a Distribution-Free Viewpoints JMLR 2022
Bounded Memory Adversarial Bandits with Composite Anonymous Delayed Feedback IJCAI 2022
Solving Multi-Arm Bandit Using a Few Bits of Communication AISTATS 2022
Best Arm Identification with Safety Constraints AISTATS 2022
Single-pass Streaming Lower Bounds for Multi-armed Bandits Exploration with Instance-sensitive Sample Complexity NIPS 2022
Finite-Time Regret of Thompson Sampling Algorithms for Exponential Family Multi-Armed Bandits NIPS 2022
Tracking Most Significant Arm Switches in Bandits COLT 2022