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2020 – today
- 2024
[i5]Franco Pellegrini, Stefano de Gironcoli, Emine Küçükbenli:
LATTE: an atomic environment descriptor based on Cartesian tensor contractions. CoRR abs/2405.08137 (2024)- [i4]Allan dos Santos Costa, Ilan Mitnikov, Franco Pellegrini, Ameya Daigavane, Mario Geiger, Zhonglin Cao, Karsten Kreis, Tess E. Smidt, Emine Küçükbenli, Joseph Jacobson:
EquiJump: Protein Dynamics Simulation via SO(3)-Equivariant Stochastic Interpolants. CoRR abs/2410.09667 (2024) - 2023
- [i3]Franco Pellegrini, Ruggero Lot, Yusuf Shaidu, Emine Küçükbenli:
PANNA 2.0: Efficient neural network interatomic potentials and new architectures. CoRR abs/2305.11805 (2023) - 2022
- [c2]Franco Pellegrini, Giulio Biroli:
Neural Network Pruning Denoises the Features and Makes Local Connectivity Emerge in Visual Tasks. ICML 2022: 17601-17626 - 2021
- [i2]Franco Pellegrini, Giulio Biroli:
Sifting out the features by pruning: Are convolutional networks the winning lottery ticket of fully connected ones? CoRR abs/2104.13343 (2021) - 2020
- [j1]Ruggero Lot, Franco Pellegrini, Yusuf Shaidu, Emine Küçükbenli:
PANNA: Properties from Artificial Neural Network Architectures. Comput. Phys. Commun. 256: 107402 (2020) - [c1]Franco Pellegrini, Giulio Biroli:
An analytic theory of shallow networks dynamics for hinge loss classification. NeurIPS 2020 - [i1]Franco Pellegrini, Giulio Biroli:
An analytic theory of shallow networks dynamics for hinge loss classification. CoRR abs/2006.11209 (2020)
Coauthor Index
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