Projection-free nonconvex stochastic optimization on Riemannian manifolds

Projection-free nonconvex stochastic optimization on Riemannian manifolds

<jats:title>Abstract</jats:title> <jats:p>We study stochastic projection-free methods for constrained optimization of smooth functions on Riemannian manifolds, i.e., with additional constraints beyond the parameter domain being a manifold. Specifically, we introduce...

Full description

Bibliographic Details
Main Authors: Weber, Melanie, Sra, Suvrit
Other Authors: Massachusetts Institute of Technology. Laboratory for Information and Decision Systems
Format: Article
Language:English
Published: Oxford University Press (OUP) 2022
Online Access:https://hdl.handle.net/1721.1/143899

Internet

https://hdl.handle.net/1721.1/143899

Similar Items