Global rates of convergence for nonconvex optimization on manifolds
Work
Year: 2018
Type: article
Abstract: We consider the minimization of a cost function $f$ on a manifold $M$ using Riemannian gradient descent and Riemannian trust regions (RTR). We focus on satisfying necessary optimality conditions withi... more
Authors Nicolas Boumal, P-A Absil, Coralia Cartis
Institutions Princeton University, UCLouvain, University of Oxford
Cites: 71
Cited by: 253
Related to: 10
FWCI: 25
Citation percentile (by year/subfield): 99.99
Subfield: Computational Mechanics
Field: Engineering
Domain: Physical Sciences
Open Access status: bronze
Grant IDS NE/L012146/1, 1719558