Publications associées à Riemannian Optimization for Solving High-Dimensional Problems with Low-Rank Tensor Structure

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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

Riemannian Optimization for Solving High-Dimensional Problems with Low-Rank Tensor Structure

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Chattez avec Graph Search

Geometric Variational Models for Inverse Problems in Imaging

High-Dimensional Gaussian Process Bandits

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

On the Generation of a Variety of Grasps

A survey and comparison of contemporary algorithms for computing the matrix geometric mean

Coordination and Sampling in Distributed Constraint Optimization

Optimal image alignment with random projections of manifolds: algorithm and geometric analysis

Numerical Simulation and Optimization of the Alumina Distribution in an Aluminium Electrolysis Pot

Pareto-optimal Dictionaries for Signatures

High-Dimensional Gaussian Process Bandits

Coordination and Sampling in Distributed Constraint Optimization

Optimal image alignment with random projections of manifolds: algorithm and geometric analysis

On the Generation of a Variety of Grasps

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

Geometric Variational Models for Inverse Problems in Imaging

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

A survey and comparison of contemporary algorithms for computing the matrix geometric mean

Numerical Simulation and Optimization of the Alumina Distribution in an Aluminium Electrolysis Pot

Pareto-optimal Dictionaries for Signatures