Fabrizio Pittorino

According to our database, Fabrizio Pittorino authored at least 8 papers between 2020 and 2024.

Collaborative distances:

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

2024

Training Multi-Layer Binary Neural Networks With Local Binary Error Signals.

Luca Colombo, Fabrizio Pittorino, Manuel Roveri

CoRR, 2024

FlatNAS: optimizing Flatness in Neural Architecture Search for Out-of-Distribution Robustness.

Matteo Gambella, Fabrizio Pittorino, Manuel Roveri

Proceedings of the International Joint Conference on Neural Networks, 2024

2023

The star-shaped space of solutions of the spherical negative perceptron.

Brandon Livio Annesi, Clarissa Lauditi, Carlo Lucibello, Enrico M. Malatesta, Gabriele Perugini, Fabrizio Pittorino, Luca Saglietti

CoRR, 2023

2022

Deep learning via message passing algorithms based on belief propagation.

Carlo Lucibello, Fabrizio Pittorino, Gabriele Perugini, Riccardo Zecchina

Mach. Learn. Sci. Technol., 2022

Deep Networks on Toroids: Removing Symmetries Reveals the Structure of Flat Regions in the Landscape Geometry.

Fabrizio Pittorino, Antonio Ferraro, Gabriele Perugini, Christoph Feinauer, Carlo Baldassi, Riccardo Zecchina

Proceedings of the International Conference on Machine Learning, 2022

2021

Entropic gradient descent algorithms and wide flat minima.

Fabrizio Pittorino, Carlo Lucibello, Christoph Feinauer, Gabriele Perugini, Carlo Baldassi, Elizaveta Demyanenko, Riccardo Zecchina

Proceedings of the 9th International Conference on Learning Representations, 2021

2020

Shaping the learning landscape in neural networks around wide flat minima.

Carlo Baldassi, Fabrizio Pittorino, Riccardo Zecchina

Proc. Natl. Acad. Sci. USA, 2020

Entropic gradient descent algorithms and wide flat minima.

Fabrizio Pittorino, Carlo Lucibello, Christoph Feinauer, Enrico M. Malatesta, Gabriele Perugini, Carlo Baldassi, Matteo Negri, Elizaveta Demyanenko, Riccardo Zecchina

CoRR, 2020