PITTORINO, FABRIZIO
PITTORINO, FABRIZIO
DIPARTIMENTO DI ELETTRONICA, INFORMAZIONE E BIOINGEGNERIA
Chaos and Correlated Avalanches in Excitatory Neural Networks with Synaptic Plasticity
2017-01-01 Pittorino, F.; Ibanez-Berganza, M.; Di Volo, M.; Vezzani, A.; Burioni, R.
Deep learning via message passing algorithms based on belief propagation
2022-01-01 Lucibello, Carlo; Pittorino, Fabrizio; Perugini, Gabriele; Zecchina, Riccardo
Deep Networks on Toroids: Removing Symmetries Reveals the Structure of Flat Regions in the Landscape Geometry
2022-01-01 Pittorino, F.; Ferraro, A.; Perugini, G.; Feinauer, C.; Baldassi, C.; Zecchina, R.
Deep networks on toroids: removing symmetries reveals the structure of flat regions in the landscape geometry*
2022-01-01 Pittorino, Fabrizio; Ferraro, Antonio; Perugini, Gabriele; Feinauer, Christoph; Baldassi, Carlo; Zecchina, Riccardo
Entropic gradient descent algorithms and wide flat minima
2021-01-01 Pittorino, F.; Lucibello, C.; Feinauer, C.; Perugini, G.; Baldassi, C.; Demyanenko, E.; Zecchina, R.
Entropic gradient descent algorithms and wide flat minima
2021-01-01 Pittorino, F.; Lucibello, C.; Feinauer, C.; Perugini, G.; Baldassi, C.; Demyanenko, E.; Zecchina, R.
FlatNAS: optimizing Flatness in Neural Architecture Search for Out-of-Distribution Robustness
In corso di stampa Gambella, M.; Pittorino, F.; Roveri, M.
Nonsingular cosmology from evolutionary quantum gravity
2014-01-01 Cianfrani, F.; Montani, G.; Pittorino, F.
Order symmetry breaking and broad distribution of events in spiking neural networks with continuous membrane potential
2021-01-01 Stucchi, M.; Pittorino, F.; Volo, M. D.; Vezzani, A.; Burioni, R.
Shaping the learning landscape in neural networks around wide flat minima
2020-01-01 Baldassi, C.; Pittorino, F.; Zecchina, R.
Star-Shaped Space of Solutions of the Spherical Negative Perceptron
2023-01-01 Annesi, B. L.; Lauditi, C.; Lucibello, C.; Malatesta, E. M.; Perugini, G.; Pittorino, F.; Saglietti, L.