Emanuele Francazi

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 4

Top Topics

Class Imbalance

Top Venues

Publications

Cheng Chen, Sreenath P. Kyathanahally, Marta Reyes, Stefanie Merkli, Ewa Merz, Emanuele Francazi, Marvin Höge, Francesco Pomati, Marco Baity-Jesi
Producing Plankton Classifiers that are Robust to Dataset Shift. CoRR (2024)
Emanuele Francazi, Aurélien Lucchi, Marco Baity-Jesi
Initial Guessing Bias: How Untrained Networks Favor Some Classes. CoRR (2023)
Emanuele Francazi, Marco Baity-Jesi, Aurélien Lucchi
A Theoretical Analysis of the Learning Dynamics under Class Imbalance. ICML (2023)
Emanuele Francazi, Marco Baity-Jesi, Aurélien Lucchi
Characterizing the Effect of Class Imbalance on the Learning Dynamics. CoRR (2022)