Characterizing the Effect of Class Imbalance on the Learning Dynamics. - Emanuele Francazi; Marco Baity-Jesi; Aurélien Lucchi (CoRR, 2022)

A Theoretical Analysis of the Learning Dynamics under Class Imbalance. - Emanuele Francazi; Marco Baity-Jesi; Aurélien Lucchi (ICML, 2023)

Initial Guessing Bias: How Untrained Networks Favor Some Classes. - Emanuele Francazi; Aurélien Lucchi; Marco Baity-Jesi (ICML, 2024)

Producing Plankton Classifiers that are Robust to Dataset Shift. - Cheng Chen; Sreenath P. Kyathanahally; Marta Reyes; Stefanie Merkli; Ewa Merz; Emanuele Francazi; Marvin Höge; Francesco Pomati; Marco Baity-Jesi (CoRR, 2024)

Where You Place the Norm Matters: From Prejudiced to Neutral Initializations. - Emanuele Francazi; Francesco Pinto; Aurélien Lucchi; Marco Baity-Jesi (CoRR, 2025)

When the Left Foot Leads to the Right Path: Bridging Initial Prejudice and Trainability. - Alberto Bassi; Carlo Albert; Aurélien Lucchi; Marco Baity-Jesi; Emanuele Francazi (CoRR, 2025)