/data-structure

Primary LanguageJupyter Notebook

On the interplay between data structure and loss function in classification problems

This repository contains code for the paper "On the interplay between data structure and loss function in classification problems", by Stéphane d'Ascoli, Marylou Gabrié, Levent Sagun and Giulio Biroli.

The code is structured as two notebooks, which reproduce respectively the analytical and numerical data for the figures of the paper. Please refer to these notebooks for more details.