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no-regret algorithm

36 papers

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Co-occurring keywords

online learning (1777) regret bound (1926) no-regret learning (67) gaussian process (1200) multi-armed bandit (1098) online optimization (108) game theory (854) learning algorithm (48) online algorithm (445) bayesian optimization (624)

Papers

No-regret algorithms for online $k$-submodular maximization AISTATS 2019
An Optimal Learning Algorithm for Online Unconstrained Submodular Maximization COLT 2018
Faster Rates for Convex-Concave Games COLT 2018
A no-regret generalization of hierarchical softmax to extreme multi-label classification NIPS 2018
Pursuit-Evasion Without Regret, with an Application to Trading ICML 2014
Learning Prices for Repeated Auctions with Strategic Buyers NIPS 2013
Opportunistic Strategies for Generalized No-Regret Problems COLT 2013
No-Regret Algorithms for Unconstrained Online Convex Optimization NIPS 2012
Tractable Objectives for Robust Policy Optimization NIPS 2012
A Reduction of Imitation Learning and Structured Prediction to No-Regret Online Learning AISTATS 2011
No-regret Algorithms for Online Convex Programs NIPS 2006