Authors: Yudin, Nikita, Gasnikov, Alexander
Subject Terms: article, ddc:510, 90C30, 90C25, 90C26, Systems of nonlinear equations -- empirical risk minimization -- Gauss--Newton method -- trust region methods -- non-convex optimization -- inexact proximal mapping -- inexact oracle -- stochastic optimization -- stochastic approximation -- overparametrized model -- weak growth condition -- Polyak--Lojasiewicz condition -- complexity estimate
Relation: https://doi.org/10.20347/WIAS.PREPRINT.2813; https://archive.wias-berlin.de/receive/wias_mods_00006816; https://archive.wias-berlin.de/servlets/MCRFileNodeServlet/wias_derivate_00003382/wias_preprints_2813.pdf; http://www.wias-berlin.de/publications/wias-publ/run.jsp?template=abstract&type=Preprint&year=2021&number=2813
Availability:
https://doi.org/10.20347/WIAS.PREPRINT.2813
https://archive.wias-berlin.de/receive/wias_mods_00006816
https://archive.wias-berlin.de/servlets/MCRFileNodeServlet/wias_derivate_00003382/wias_preprints_2813.pdf
http://www.wias-berlin.de/publications/wias-publ/run.jsp?template=abstract&type=Preprint&year=2021&number=2813
Authors: Yudin, Nikita, Gasnikov, Alexander
Subject Terms: article, ddc:510, 90C30, 90C25, 90C26, Systems of nonlinear equations -- empirical risk minimization -- Gauss--Newton method -- trust region methods -- non-convex optimization -- inexact proximal mapping -- inexact oracle -- stochastic optimization -- stochastic approximation -- overparametrized model -- weak growth condition -- Polyak--Lojasiewicz condition -- complexity estimate
Relation: https://doi.org/10.20347/WIAS.PREPRINT.2813; https://archive.wias-berlin.de/receive/wias_mods_00006816; https://archive.wias-berlin.de/servlets/MCRFileNodeServlet/wias_derivate_00003382/wias_preprints_2813.pdf; http://www.wias-berlin.de/publications/wias-publ/run.jsp?template=abstract&type=Preprint&year=2021&number=2813
Availability:
https://doi.org/10.20347/WIAS.PREPRINT.2813
https://archive.wias-berlin.de/receive/wias_mods_00006816
https://archive.wias-berlin.de/servlets/MCRFileNodeServlet/wias_derivate_00003382/wias_preprints_2813.pdf
http://www.wias-berlin.de/publications/wias-publ/run.jsp?template=abstract&type=Preprint&year=2021&number=2813