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strongly-convex functions

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Co-occurring keywords · papers mentioning both

bandit convex optimization (2) regret bound (2) bandit optimization (1) lower bound (1) strongly convex function (1) bias reduction (1) strongly convex loss (1) lipschitz function (1) multilevel monte carlo (1) self-concordant barrier (1)

Papers

Stochastic Bias-Reduced Gradient Methods NeurIPS 2021 An Optimal Algorithm for Bandit Convex Optimization with Strongly-Convex and Smooth Loss AISTATS 2020 Bandit Convex Optimization: Towards Tight Bounds NeurIPS 2014 On the Complexity of Bandit and Derivative-Free Stochastic Convex Optimization COLT 2013