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logarithmic regret

29 papers

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Co-occurring keywords · papers mentioning both

regret bound (20) online learning (11) online convex optimization (4) convex optimization (4) multi-armed bandit (3) reinforcement learning (3) stochastic optimization (3) online linear optimization (2) online algorithm (2) contextual bandit (2)

Papers

Variants of RMSProp and Adagrad with Logarithmic Regret Bounds ICML 2017 Almost Optimal Exploration in Multi-Armed Bandits ICML 2013 Beyond Logarithmic Bounds in Online Learning AISTATS 2012 Mind the Duality Gap: Logarithmic regret algorithms for online optimization NeurIPS 2008