conftrace_

contextual bandit

381 papers

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Also known as

CB

Co-occurring keywords

regret bound (1926) online learning (1777) multi-armed bandit (1098) thompson sampling (237) upper confidence bound (197) online algorithm (445) off-policy evaluation (144) linear bandit (124) reinforcement learning (4352) recommendation system (294)

Papers

Deep Bandits Show-Off: Simple and Efficient Exploration with Deep Networks NIPS 2021
Adapting to misspecification in contextual bandits with offline regression oracles ICML 2021
Thompson Sampling for Bandits with Clustered Arms IJCAI 2021
Robust Contextual Bandits via Bootstrapping AAAI 2021
A Parameter-Free Algorithm for Misspecified Linear Contextual Bandits AISTATS 2021
Leveraging Good Representations in Linear Contextual Bandits ICML 2021
Control Variates for Slate Off-Policy Evaluation NIPS 2021
Fairness of Exposure in Stochastic Bandits ICML 2021
Top-k eXtreme Contextual Bandits with Arm Hierarchy ICML 2021
Sparsity-Agnostic Lasso Bandit ICML 2021
Online Limited Memory Neural-Linear Bandits with Likelihood Matching ICML 2021
Multinomial Logit Contextual Bandits: Provable Optimality and Practicality AAAI 2021
Contextual Bandits with Delayed Feedback and Semi-supervised Learning (Student Abstract) AAAI 2021
Self-Tuning Bandits over Unknown Covariate-Shifts ALT 2021
A Bayesian Approach for Subset Selection in Contextual Bandits AAAI 2021
Meta-Learning Effective Exploration Strategies for Contextual Bandits AAAI 2021
Robust Bandit Learning with Imperfect Context AAAI 2021
Instance-Dependent Complexity of Contextual Bandits and Reinforcement Learning: A Disagreement-Based Perspective COLT 2021
Is Reinforcement Learning More Difficult Than Bandits? A Near-optimal Algorithm Escaping the Curse of Horizon COLT 2021
Power Constrained Bandits MLHC 2021
Relational Boosted Bandits AAAI 2021
An Efficient Algorithm for Deep Stochastic Contextual Bandits AAAI 2021
Adversarial Linear Contextual Bandits with Graph-Structured Side Observations AAAI 2021
Speaker Diarization as a Fully Online Bandit Learning Problem in MiniVox ACML 2021
A Contextual Bandit Bake-off JMLR 2021