conftrace_

multi-armed bandit

1098 papers

Explore in graph

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

Debiasing Samples from Online Learning Using Bootstrap AISTATS 2022
Approximate Top-$m$ Arm Identification with Heterogeneous Reward Variances AISTATS 2022
Modeling Attrition in Recommender Systems with Departing Bandits AAAI 2022
A Bandit Model for Human-Machine Decision Making with Private Information and Opacity AISTATS 2022
Top K Ranking for Multi-Armed Bandit with Noisy Evaluations AISTATS 2022
The Pareto Frontier of Instance-Dependent Guarantees in Multi-Player Multi-Armed Bandits with no Communication COLT 2022
Learning Competitive Equilibria in Exchange Economies with Bandit Feedback AISTATS 2022
Asymptotically-Optimal Gaussian Bandits with Side Observations ICML 2022
Random Effect Bandits AISTATS 2022
Gaussian Process Bandits with Aggregated Feedback AAAI 2022
Open Problem: Finite-Time Instance Dependent Optimality for Stochastic Online Learning with Feedback Graphs COLT 2022
Nonstochastic Bandits and Experts with Arm-Dependent Delays AISTATS 2022
MuMu: Cooperative Multitask Learning-Based Guided Multimodal Fusion AAAI 2022
Optimal Rates of (Locally) Differentially Private Heavy-tailed Multi-Armed Bandits AISTATS 2022
Same State, Different Task: Continual Reinforcement Learning without Interference AAAI 2022
Approximate Function Evaluation via Multi-Armed Bandits AISTATS 2022
CVaR-Regret Bounds for Multi-armed Bandits ACML 2022
Optimal Clustering with Noisy Queries via Multi-Armed Bandit ICML 2022
Multiple-Play Stochastic Bandits with Shareable Finite-Capacity Arms ICML 2022
Versatile Dueling Bandits: Best-of-both World Analyses for Learning from Relative Preferences ICML 2022
Nested Bandits ICML 2022
Simultaneously Learning Stochastic and Adversarial Bandits with General Graph Feedback ICML 2022
Adaptive Best-of-Both-Worlds Algorithm for Heavy-Tailed Multi-Armed Bandits ICML 2022
Adversarial Attacks on Gaussian Process Bandits ICML 2022
Distributionally-Aware Kernelized Bandit Problems for Risk Aversion ICML 2022