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Vigogna, Stefano
4 publications
AISTATS
2023
A Case of Exponential Convergence Rates for SVM
Vivien Cabannnes
,
Stefano Vigogna
NeurIPS
2023
How Many Samples Are Needed to Leverage Smoothness?
Vivien Cabannes
,
Stefano Vigogna
ICML
2022
Multiclass Learning with Margin: Exponential Rates with No Bias-Variance Trade-Off
Stefano Vigogna
,
Giacomo Meanti
,
Ernesto De Vito
,
Lorenzo Rosasco
NeurIPS
2021
ParK: Sound and Efficient Kernel Ridge Regression by Feature Space Partitions
Luigi Carratino
,
Stefano Vigogna
,
Daniele Calandriello
,
Lorenzo Rosasco