Franco Pellegrini

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 7

Top Topics

Feature Vectors

Pattern Classification

Top Venues

Comput. Phys. Commun.

Publications

Franco Pellegrini, Stefano de Gironcoli, Emine Küçükbenli
LATTE: an atomic environment descriptor based on Cartesian tensor contractions. CoRR (2024)
Franco Pellegrini, Ruggero Lot, Yusuf Shaidu, Emine Küçükbenli
PANNA 2.0: Efficient neural network interatomic potentials and new architectures. CoRR (2023)
Franco Pellegrini, Giulio Biroli
Neural Network Pruning Denoises the Features and Makes Local Connectivity Emerge in Visual Tasks. ICML (2022)
Franco Pellegrini, Giulio Biroli
Sifting out the features by pruning: Are convolutional networks the winning lottery ticket of fully connected ones? CoRR (2021)
Franco Pellegrini, Giulio Biroli
An analytic theory of shallow networks dynamics for hinge loss classification. NeurIPS (2020)
Ruggero Lot, Franco Pellegrini, Yusuf Shaidu, Emine Küçükbenli
PANNA: Properties from Artificial Neural Network Architectures. Comput. Phys. Commun. 256 (2020)
Franco Pellegrini, Giulio Biroli
An analytic theory of shallow networks dynamics for hinge loss classification. CoRR (2020)