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bandit feedback

118 papers

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Co-occurring keywords

regret bound (1926) online learning (1777) multi-armed bandit (1098) multiclass classification (181) multi-agent system (1819) online convex optimization (165) markov decision process (790) reinforcement learning (4352) stochastic optimization (1060) online algorithm (445)

Papers

Adversarial Online Learning with noise ICML 2019
Warm-starting Contextual Bandits: Robustly Combining Supervised and Bandit Feedback ICML 2019
Online Stochastic Shortest Path with Bandit Feedback and Unknown Transition Function NIPS 2019
Online Continuous Submodular Maximization: From Full-Information to Bandit Feedback NIPS 2019
Oracle-Efficient Algorithms for Online Linear Optimization with Bandit Feedback NIPS 2019
Efficient Counterfactual Learning from Bandit Feedback AAAI 2019
No-Regret Learning in Unknown Games with Correlated Payoffs NIPS 2019
Risk-Averse Stochastic Convex Bandit AISTATS 2019
Online Multiclass Boosting with Bandit Feedback AISTATS 2019
Bayesian Counterfactual Risk Minimization ICML 2019
Bandit Principal Component Analysis COLT 2019
Exponential Weights on the Hypercube in Polynomial Time AISTATS 2019
Reliability and Learnability of Human Bandit Feedback for Sequence-to-Sequence Reinforcement Learning ACL 2018
Regret Bounds for Online Portfolio Selection with a Cardinality Constraint NIPS 2018
Factored Bandits NIPS 2018
Policy Evaluation and Optimization with Continuous Treatments AISTATS 2018
Improving a Neural Semantic Parser by Counterfactual Learning from Human Bandit Feedback ACL 2018
Counterfactual Learning from Bandit Feedback under Deterministic Logging : A Case Study in Statistical Machine Translation EMNLP 2017
Learning with Bandit Feedback in Potential Games NIPS 2017
Identifying Outlier Arms in Multi-Armed Bandit NIPS 2017
New bounds on the price of bandit feedback for mistake-bounded online multiclass learning ALT 2017
Online learning in repeated auctions COLT 2016
Tracking Slowly Moving Clairvoyant: Optimal Dynamic Regret of Online Learning with True and Noisy Gradient ICML 2016
Learning in Games: Robustness of Fast Convergence NIPS 2016
Stochastic Structured Prediction under Bandit Feedback NIPS 2016