Francesca Bartolucci

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 6

Top Topics

Filtered Backprojection

Reproducing Kernel

Learning Problems

Top Venues

SIAM J. Math. Anal.

Publications

Francesca Bartolucci, Ernesto De Vito, Lorenzo Rosasco, Stefano Vigogna
Neural reproducing kernel Banach spaces and representer theorems for deep networks. CoRR (2024)
Francesca Bartolucci, Emmanuel de Bézenac, Bogdan Raonic, Roberto Molinaro, Siddhartha Mishra, Rima Alaifari
Representation Equivalent Neural Operators: a Framework for Alias-free Operator Learning. NeurIPS (2023)
Francesca Bartolucci, Emmanuel de Bézenac, Bogdan Raonic, Roberto Molinaro, Siddhartha Mishra, Rima Alaifari
Are Neural Operators Really Neural Operators? Frame Theory Meets Operator Learning. CoRR (2023)
Bogdan Raonic, Roberto Molinaro, Tim De Ryck, Tobias Rohner, Francesca Bartolucci, Rima Alaifari, Siddhartha Mishra, Emmanuel de Bézenac
Convolutional Neural Operators for robust and accurate learning of PDEs. NeurIPS (2023)
Francesca Bartolucci, Ernesto De Vito, Lorenzo Rosasco, Stefano Vigogna
Understanding neural networks with reproducing kernel Banach spaces. CoRR (2021)
Giovanni S. Alberti, Francesca Bartolucci, Filippo De Mari, Ernesto De Vito
Unitarization and Inversion Formulae for the Radon Transform Between Dual Pairs. SIAM J. Math. Anal. 51 (6) (2019)