conftrace_

logarithmic regret

28 papers

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Co-occurring keywords

regret bound (1926) online learning (1777) convex optimization (1321) multi-armed bandit (1098) online convex optimization (165) reinforcement learning (4352) stochastic optimization (1060) online linear optimization (32) contextual bandit (381) strongly convex function (31)

Papers

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 NIPS 2008