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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

Counterfactual Risk Minimization: Learning from Logged Bandit Feedback ICML 2015
The Self-Normalized Estimator for Counterfactual Learning NIPS 2015
On the Complexity of Bandit Linear Optimization COLT 2015
Online Learning with Composite Loss Functions COLT 2014
Boosting with Online Binary Learners for the Multiclass Bandit Problem ICML 2014
On Multilabel Classification and Ranking with Bandit Feedback JMLR 2014
Online Learning in Markov Decision Processes with Changing Cost Sequences ICML 2014
On the Complexity of Bandit and Derivative-Free Stochastic Convex Optimization COLT 2013
Online Learning with Switching Costs and Other Adaptive Adversaries NIPS 2013
Better Rates for Any Adversarial Deterministic MDP ICML 2013
The price of bandit information in multiclass online classification COLT 2013
Towards Minimax Policies for Online Linear Optimization with Bandit Feedback COLT 2012
Newtron: an Efficient Bandit algorithm for Online Multiclass Prediction NIPS 2011
Improved Regret Guarantees for Online Smooth Convex Optimization with Bandit Feedback AISTATS 2011
Minimax Policies for Combinatorial Prediction Games COLT 2011
Stochastic convex optimization with bandit feedback NIPS 2011
Online Markov Decision Processes under Bandit Feedback NIPS 2010
Beyond Convexity: Online Submodular Minimization NIPS 2009