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proximal newton methods

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newton method (1) proximal method (1) second order cone program (1) incremental method (1) constant nullspace strong convexity (1) proximal gradient method (1) linear convergence (1) proximal gradient descent (1) strongly convex function (1) first-order method (1)

Papers

A Superlinearly-Convergent Proximal Newton-type Method for the Optimization of Finite Sums ICML 2016 Constant Nullspace Strong Convexity and Fast Convergence of Proximal Methods under High-Dimensional Settings NeurIPS 2014 Proximal Newton-type methods for convex optimization NeurIPS 2012