Stefano Vigogna
4 papers · 2021–2023 · 3 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
Jump to papers ↓
๐
Conference Polyglot ยท Bronze
๐
Interdisciplinary Bridge ยท Bronze
๐ฃ
Hot Topic Early Bird
โ
The Questioner
Venues
Top co-authors
Research topics
Keywords
exponential convergence
(2)
sample complexity
(1)
generalization error
(1)
multi-class classification
(1)
kernel ridge regression
(1)
margin theory
(1)
surrogate loss
(1)
margin condition
(1)
classification error
(1)
large-scale regression
(1)
support vector machine
(1)
random projection
(1)
convergence rate
(1)
lower bound
(1)
bias-variance tradeoff
(1)
error bound
(1)
dimensionality curse
(1)
hard-margin condition
(1)
feature space partition
(1)
scalable solver
(1)
Papers
A Case of Exponential Convergence Rates for SVM
AISTATS 2023
How many samples are needed to leverage smoothness?
NeurIPS 2023
Multiclass learning with margin: exponential rates with no bias-variance trade-off
ICML 2022
ParK: Sound and Efficient Kernel Ridge Regression by Feature Space Partitions
NeurIPS 2021