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Quoc Tran Dinh

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Quoc Tran Dinh

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A Newton Frank-Wolfe method for constrained self-concordant minimization

An adaptive primal-dual framework for nonsmooth convex minimization

Chemical machine learning with kernels: The impact of loss functions

A Smooth Primal-Dual Optimization Framework for Nonsmooth Composite Convex Minimization

Smoothing Alternating Direction Methods for Fully Nonsmooth Constrained Convex Optimization

A Single-Phase, Proximal Path-Following Framework

A single-phase, proximal path-following framework

Smooth Primal-Dual Coordinate Descent Algorithms for Nonsmooth Convex Optimization

Convex block-sparse linear regression with expanders - provably

Frank-Wolfe Works for Non-Lipschitz Continuous Gradient Objectives: Scalable Poisson Phase Retrieval