Publications associées à STORM+: Fully Adaptive SGD with Momentum for Nonconvex Optimization

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Fast Proximal algorithms for Self-concordant function minimization with application to sparse graph selection

Volkan Cevher, Anastasios Kyrillidis

The convex

\ell_1

-regularized

\log\det

divergence criterion has been shown to produce theoretically consistent graph learning. However, this objective function is challenging since the

\ell_1

-regularization is nonsmooth, the

\log\det

objective is n ...

2013

STORM+: Fully Adaptive SGD with Momentum for Nonconvex Optimization

Graph Chatbot

Chattez avec Graph Search

Stochastic Three-Composite Convex Minimization

Accelerated ADMM based on Accelerated Douglas-Rachford Splitting

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

Fast rates by transferring from auxiliary hypotheses

Visual Tracking in Complex Scenes Through Pixel-Wise Tri-Modeling

An Adjoint Approach for Stabilizing the Parareal Method

Certification of fixed computation time first-order optimization-based controllers for a class of nonlinear dynamical systems

Electrostatic self-assembly of microsphere lens arrays

Fast Proximal Algorithms For Self-Concordant Function Minimization With Application To Sparse Graph Selection

Fast Proximal algorithms for Self-concordant function minimization with application to sparse graph selection

Visual Tracking in Complex Scenes Through Pixel-Wise Tri-Modeling

Stochastic Three-Composite Convex Minimization

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

An Adjoint Approach for Stabilizing the Parareal Method

Fast rates by transferring from auxiliary hypotheses

Fast Proximal Algorithms For Self-Concordant Function Minimization With Application To Sparse Graph Selection

Accelerated ADMM based on Accelerated Douglas-Rachford Splitting

Fast Proximal algorithms for Self-concordant function minimization with application to sparse graph selection

Certification of fixed computation time first-order optimization-based controllers for a class of nonlinear dynamical systems

Electrostatic self-assembly of microsphere lens arrays