Emanuele Francazi

According to our database, Emanuele Francazi authored at least 6 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

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, May, 2025

Where You Place the Norm Matters: From Prejudiced to Neutral Initializations.

Emanuele Francazi, Francesco Pinto, Aurélien Lucchi, Marco Baity-Jesi

CoRR, May, 2025

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

Initial Guessing Bias: How Untrained Networks Favor Some Classes.

Emanuele Francazi, Aurélien Lucchi, Marco Baity-Jesi

Proceedings of the Forty-first International Conference on Machine Learning, 2024

2023

A Theoretical Analysis of the Learning Dynamics under Class Imbalance.

Emanuele Francazi, Marco Baity-Jesi, Aurélien Lucchi

Proceedings of the International Conference on Machine Learning, 2023

2022

Characterizing the Effect of Class Imbalance on the Learning Dynamics.

Emanuele Francazi, Marco Baity-Jesi, Aurélien Lucchi

CoRR, 2022