Francesca Bartolucci

According to our database, Francesca Bartolucci authored at least 7 papers between 2019 and 2024.

Collaborative distances:

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

2024

A Lipschitz spaces view of infinitely wide shallow neural networks.

Francesca Bartolucci, Marcello Carioni, José A. Iglesias, Yury Korolev, Emanuele Naldi, Stefano Vigogna

CoRR, 2024

Neural reproducing kernel Banach spaces and representer theorems for deep networks.

Francesca Bartolucci, Ernesto De Vito, Lorenzo Rosasco, Stefano Vigogna

CoRR, 2024

2023

Are Neural Operators Really Neural Operators? Frame Theory Meets Operator Learning.

Francesca Bartolucci, Emmanuel de Bézenac, Bogdan Raonic, Roberto Molinaro, Siddhartha Mishra, Rima Alaifari

CoRR, 2023

Convolutional Neural Operators for robust and accurate learning of PDEs.

Bogdan Raonic, Roberto Molinaro, Tim De Ryck, Tobias Rohner, Francesca Bartolucci, Rima Alaifari, Siddhartha Mishra, Emmanuel de Bézenac

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Representation Equivalent Neural Operators: a Framework for Alias-free Operator Learning.

Francesca Bartolucci, Emmanuel de Bézenac, Bogdan Raonic, Roberto Molinaro, Siddhartha Mishra, Rima Alaifari

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2021

Understanding neural networks with reproducing kernel Banach spaces.

Francesca Bartolucci, Ernesto De Vito, Lorenzo Rosasco, Stefano Vigogna

CoRR, 2021

2019

Unitarization and Inversion Formulae for the Radon Transform Between Dual Pairs.

Giovanni S. Alberti, Francesca Bartolucci, Filippo De Mari, Ernesto De Vito

SIAM J. Math. Anal., 2019