Franco Pellegrini

According to our database, Franco Pellegrini authored at least 6 papers between 2020 and 2024.

Collaborative distances:

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

2024

LATTE: an atomic environment descriptor based on Cartesian tensor contractions.

Franco Pellegrini, Stefano de Gironcoli, Emine Küçükbenli

CoRR, 2024

2023

PANNA 2.0: Efficient neural network interatomic potentials and new architectures.

Franco Pellegrini, Ruggero Lot, Yusuf Shaidu, Emine Küçükbenli

CoRR, 2023

2022

Neural Network Pruning Denoises the Features and Makes Local Connectivity Emerge in Visual Tasks.

Franco Pellegrini, Giulio Biroli

Proceedings of the International Conference on Machine Learning, 2022

2021

Sifting out the features by pruning: Are convolutional networks the winning lottery ticket of fully connected ones?

Franco Pellegrini, Giulio Biroli

CoRR, 2021

2020

PANNA: Properties from Artificial Neural Network Architectures.

Ruggero Lot, Franco Pellegrini, Yusuf Shaidu, Emine Küçükbenli

Comput. Phys. Commun., 2020

An analytic theory of shallow networks dynamics for hinge loss classification.

Franco Pellegrini, Giulio Biroli

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020