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local error bound

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convex optimization (3) error bound (2) iteration complexity (2) l2 loss (1) neural network (1) restarted subgradient (1) optimality condition (1) homotopy smoothing (1) restart scheme (1) convex program (1)

Papers

Robustly Learning a Single Neuron via Sharpness ICML 2023 A Generic Approach for Accelerating Stochastic Zeroth-Order Convex Optimization IJCAI 2018 RSG: Beating Subgradient Method without Smoothness and Strong Convexity JMLR 2018 Solving Non-smooth Constrained Programs with Lower Complexity than O(1/ε): A Primal-Dual Homotopy Smoothing Approach NeurIPS 2018