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Shuzhong Zhang

A Unified Analysis for the Subgradient Methods Minimizing Composite Nonconvex, Nonsmooth and Non-Lipschitz Functions

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Aug 30, 2023
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An Augmented Lagrangian Approach to Conically Constrained Non-monotone Variational Inequality Problems

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Jun 02, 2023
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Cubic-Regularized Newton for Spectral Constrained Matrix Optimization and its Application to Fairness

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Sep 02, 2022
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Binary Random Projections with Controllable Sparsity Patterns

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Jun 29, 2020
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Highly accurate model for prediction of lung nodule malignancy with CT scans

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Feb 06, 2018
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Structured Nonconvex and Nonsmooth Optimization: Algorithms and Iteration Complexity Analysis

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Jan 17, 2018
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Global Convergence of Unmodified 3-Block ADMM for a Class of Convex Minimization Problems

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Jan 17, 2018
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Accelerated Primal-Dual Proximal Block Coordinate Updating Methods for Constrained Convex Optimization

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Nov 20, 2017
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Primal-Dual Optimization Algorithms over Riemannian Manifolds: an Iteration Complexity Analysis

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Oct 05, 2017
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Randomized Primal-Dual Proximal Block Coordinate Updates

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Jan 24, 2017
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