Bartolucci, Francesca

1. Convolutional Neural Operators for robust and accurate learning of PDEs
   2023/02/02 by Bogdan Raonić, R. Molinaro, Raonić, Bogdan +10 · 54 citations
   Computer Science · Physics and Astronomy · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Algorithms #Model Reduction and Neural Networks #Neural Networks and Applications
2. Representation Equivalent Neural Operators: a Framework for Alias-free Operator Learning
   2023/05/31 by Francesca Bartolucci, Bartolucci, Francesca, Emmanuel de Bézenac +9 · 12 citations
   Computer Science · Physics and Astronomy · #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Model Reduction and Neural Networks #Neural Networks and Applications #Signal Processing (eess.SP) #electronic engineering #information engineering
3. Understanding neural networks with reproducing kernel Banach spaces
   2021/09/20 by Francesca Bartolucci, Bartolucci, Francesca, Ernesto De Vito +5 · 3 citations
   Computer Science · Engineering · #Advanced Numerical Analysis Techniques #FOS: Computer and information sciences #FOS: Mathematics #Functional Analysis (math.FA) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Medical Image Segmentation Techniques #Medical Imaging and Analysis
4. Neural reproducing kernel Banach spaces and representer theorems for deep networks
   2024/03/13 by Francesca Bartolucci, Ernesto De Vito, Bartolucci, Francesca +5 · 1 citation
   Computer Science · #FOS: Computer and information sciences #FOS: Mathematics #Functional Analysis (math.FA) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural Networks and Applications