Emanuele Ballarin

According to our database, Emanuele Ballarin authored at least 7 papers between 2023 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Implicit bias as a Gauge correction: Theory and Inverse Design.

Nicola Aladrah, Emanuele Ballarin, Matteo Biagetti, Alessio Ansuini, Alberto d'Onofrio, Fabio Anselmi

CoRR, January, 2026

2025

Emergent representations in networks trained with the Forward-Forward algorithm.

Niccolò Tosato, Lorenzo Basile, Emanuele Ballarin, Giuseppe de Alteriis, Alberto Cazzaniga, Alessio Ansuini

Trans. Mach. Learn. Res., 2025

Blending adversarial training and representation-conditional purification via aggregation improves adversarial robustness.

Emanuele Ballarin, Alessio Ansuini, Luca Bortolussi

Trans. Mach. Learn. Res., 2025

Driving enhanced exciton transfer by automatic differentiation.

Emanuele Ballarin, Diana A. Chisholm, Andrea Smirne, M. Paternostro, Fabio Anselmi, S. Donadi

Mach. Learn. Sci. Technol., 2025

Demystifying Generative AI: A Pedagogical Approach.

Emanuele Ballarin, Francesco Giacomarra, Andrea Mecchina, Nicholas Andrea Pearson

Proceedings of the Joint Proceedings of the Thematic Workshops at Ital-IA 2025 colocated with the 5th National Conference on Artificial Intelligence, 2025

2023

CARSO: Counter-Adversarial Recall of Synthetic Observations.

Emanuele Ballarin, Alessio Ansuini, Luca Bortolussi

CoRR, 2023

Reliable and Explainable AI in Trieste.

Emanuele Ballarin, Luca Bortolussi, Francesca Cairoli, Chiara Gallese, Laura Nenzi, Gaia Saveri

Proceedings of the Italia Intelligenza Artificiale, 2023