Skip to content

lucpoisson/GiantStep

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

37 Commits
 
 
 
 
 
 
 
 
 
 

Repository files navigation

GiantStep(s)

Repository for the paper How Two-Layer Neural Networks learn, One (Giant) Step at a Time by Yatin Dandi, Florent Krzakala, Bruno Loureiro, Luca Pesce and Ludovic Stephan.

Structure

The repository is structured as follows:

File Description
/single_step Notebooks discussing results after one step of GD.
/multiple_step Notebooks discussing results after few steps of GD.

The repository will be updated with more codes and explanations in the shortest delay.

About

Repository for the paper "How Two-Layer Neural Networks Learn, One (Giant) Step at a Time" [https://arxiv.org/abs/2305.18270].

Resources

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published