Search Results for author: Céline Moucer

Found 1 papers, 1 papers with code

PEPit: computer-assisted worst-case analyses of first-order optimization methods in Python

1 code implementation11 Jan 2022 Baptiste Goujaud, Céline Moucer, François Glineur, Julien Hendrickx, Adrien Taylor, Aymeric Dieuleveut

PEPit is a Python package aiming at simplifying the access to worst-case analyses of a large family of first-order optimization methods possibly involving gradient, projection, proximal, or linear optimization oracles, along with their approximate, or Bregman variants.

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