Fabrizio Pittorino

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 10

Top Topics

Belief Propagation

Multiscale Segmentation

Top Venues

Mach. Learn. Sci. Technol.

Publications

Matteo Gambella, Fabrizio Pittorino, Manuel Roveri
FlatNAS: optimizing Flatness in Neural Architecture Search for Out-of-Distribution Robustness. CoRR (2024)
Brandon Livio Annesi, Clarissa Lauditi, Carlo Lucibello, Enrico M. Malatesta, Gabriele Perugini, Fabrizio Pittorino, Luca Saglietti
The star-shaped space of solutions of the spherical negative perceptron. CoRR (2023)
Fabrizio Pittorino, Antonio Ferraro, Gabriele Perugini, Christoph Feinauer, Carlo Baldassi, Riccardo Zecchina
Deep Networks on Toroids: Removing Symmetries Reveals the Structure of Flat Regions in the Landscape Geometry. CoRR (2022)
Carlo Lucibello, Fabrizio Pittorino, Gabriele Perugini, Riccardo Zecchina
Deep learning via message passing algorithms based on belief propagation. Mach. Learn. Sci. Technol. 3 (3) (2022)
Fabrizio Pittorino, Antonio Ferraro, Gabriele Perugini, Christoph Feinauer, Carlo Baldassi, Riccardo Zecchina
Deep Networks on Toroids: Removing Symmetries Reveals the Structure of Flat Regions in the Landscape Geometry. ICML (2022)
Carlo Lucibello, Fabrizio Pittorino, Gabriele Perugini, Riccardo Zecchina
Deep learning via message passing algorithms based on belief propagation. CoRR (2021)
Fabrizio Pittorino, Carlo Lucibello, Christoph Feinauer, Gabriele Perugini, Carlo Baldassi, Elizaveta Demyanenko, Riccardo Zecchina
Entropic gradient descent algorithms and wide flat minima. ICLR (2021)
Carlo Baldassi, Fabrizio Pittorino, Riccardo Zecchina
Shaping the learning landscape in neural networks around wide flat minima. Proc. Natl. Acad. Sci. USA 117 (1) (2020)
Fabrizio Pittorino, Carlo Lucibello, Christoph Feinauer, Enrico M. Malatesta, Gabriele Perugini, Carlo Baldassi, Matteo Negri, Elizaveta Demyanenko, Riccardo Zecchina
Entropic gradient descent algorithms and wide flat minima. CoRR (2020)
Carlo Baldassi, Fabrizio Pittorino, Riccardo Zecchina
Shaping the learning landscape in neural networks around wide flat minima. CoRR (2019)