Search Results for author: Foivos Alimisis

Found 2 papers, 1 papers with code

Practical Accelerated Optimization on Riemannian Manifolds

no code implementations11 Feb 2020 Foivos Alimisis, Antonio Orvieto, Gary Bécigneul, Aurelien Lucchi

We develop a new Riemannian descent algorithm with an accelerated rate of convergence.

Optimization and Control

A Continuous-time Perspective for Modeling Acceleration in Riemannian Optimization

1 code implementation23 Oct 2019 Foivos Alimisis, Antonio Orvieto, Gary Bécigneul, Aurelien Lucchi

We propose a novel second-order ODE as the continuous-time limit of a Riemannian accelerated gradient-based method on a manifold with curvature bounded from below.

Optimization and Control

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