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

Learning from Distributed Users in Contextual Linear Bandits Without Sharing the Context NIPS 2022
Efficient Online Bayesian Inference for Neural Bandits AISTATS 2022
Efficient Frameworks for Generalized Low-Rank Matrix Bandit Problems NIPS 2022
Communication Efficient Distributed Learning for Kernelized Contextual Bandits NIPS 2022
Provable General Function Class Representation Learning in Multitask Bandits and MDP NIPS 2022
ESCADA: Efficient Safety and Context Aware Dose Allocation for Precision Medicine NIPS 2022
How to talk so AI will learn: Instructions, descriptions, and autonomy NIPS 2022
Nearly Optimal Algorithms for Linear Contextual Bandits with Adversarial Corruptions NIPS 2022
Smoothed Online Learning is as Easy as Statistical Learning COLT 2022
Scalable Representation Learning in Linear Contextual Bandits with Constant Regret Guarantees NIPS 2022
Linearizing contextual bandits with latent state dynamics UAI 2022
Federated online clustering of bandits UAI 2022
Collaborative Linear Bandits with Adversarial Agents: Near-Optimal Regret Bounds NIPS 2022
Conformal Off-Policy Prediction in Contextual Bandits NIPS 2022
Instance-optimal PAC Algorithms for Contextual Bandits NIPS 2022
Tsetlin Machine for Solving Contextual Bandit Problems NIPS 2022
Contextual Bandits with Large Action Spaces: Made Practical ICML 2022
Communication Efficient Federated Learning for Generalized Linear Bandits NIPS 2022
Local Metric Learning for Off-Policy Evaluation in Contextual Bandits with Continuous Actions NIPS 2022
Langevin Monte Carlo for Contextual Bandits ICML 2022
Universal and data-adaptive algorithms for model selection in linear contextual bandits ICML 2022
Simulating Bandit Learning from User Feedback for Extractive Question Answering ACL 2022
Effective Dimension in Bandit Problems under Censorship NIPS 2022
Expected Improvement for Contextual Bandits NIPS 2022
Non-Stationary Off-Policy Optimization AISTATS 2021