Proximal Gradient Methods with Adaptive Subspace Sampling
Work
Year: 2021
Type: article
Abstract: Many applications in machine learning or signal processing involve nonsmooth optimization problems. This nonsmoothness brings a low-dimensional structure to the optimal solutions. In this paper, we pr... more
Institutions Université Grenoble Alpes, Laboratoire Jean Kuntzmann, Laboratoire d'Informatique de Grenoble, Centre de Gestion Scientifique, Centre National de la Recherche Scientifique
Cites: 35
Cited by: 9
Related to: 10
FWCI: 1.037
Citation percentile (by year/subfield): 80.59
Subfield: Computational Mechanics
Field: Engineering
Domain: Physical Sciences
Open Access status: green