Stefano Vigogna

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 13

Top Topics

Reproducing Kernel

Multiclass Learning

Top Venues

Publications

Simmaco Di Lillo, Domenico Marinucci, Michele Salvi, Stefano Vigogna
Spectral complexity of deep neural networks. CoRR (2024)
Francesca Bartolucci, Ernesto De Vito, Lorenzo Rosasco, Stefano Vigogna
Neural reproducing kernel Banach spaces and representer theorems for deep networks. CoRR (2024)
Vivien Cabannes, Stefano Vigogna
A Case of Exponential Convergence Rates for SVM. AISTATS (2023)
Vivien Cabannes, Stefano Vigogna
How many samples are needed to leverage smoothness? NeurIPS (2023)
Vivien Cabannes, Stefano Vigogna
How many samples are needed to leverage smoothness? CoRR (2023)
Stefano Vigogna, Giacomo Meanti, Ernesto De Vito, Lorenzo Rosasco
Multiclass learning with margin: exponential rates with no bias-variance trade-off. CoRR (2022)
Vivien Cabannes, Stefano Vigogna
A Case of Exponential Convergence Rates for SVM. CoRR (2022)
Stefano Vigogna, Giacomo Meanti, Ernesto De Vito, Lorenzo Rosasco
Multiclass learning with margin: exponential rates with no bias-variance trade-off. ICML (2022)
Luigi Carratino, Stefano Vigogna, Daniele Calandriello, Lorenzo Rosasco
ParK: Sound and Efficient Kernel Ridge Regression by Feature Space Partitions. CoRR (2021)
Luigi Carratino, Stefano Vigogna, Daniele Calandriello, Lorenzo Rosasco
ParK: Sound and Efficient Kernel Ridge Regression by Feature Space Partitions. NeurIPS (2021)
Francesca Bartolucci, Ernesto De Vito, Lorenzo Rosasco, Stefano Vigogna
Understanding neural networks with reproducing kernel Banach spaces. CoRR (2021)
Wenjing Liao, Mauro Maggioni, Stefano Vigogna
Multiscale regression on unknown manifolds. CoRR (2021)
Wenjing Liao, Mauro Maggioni, Stefano Vigogna
Learning adaptive multiscale approximations to data and functions near low-dimensional sets. ITW (2016)