Stefano Vigogna

According to our database¹, Stefano Vigogna authored at least 10 papers between 2016 and 2024.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of four.

Timeline

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Bibliography

2024

A Lipschitz spaces view of infinitely wide shallow neural networks.

[BibT_eX]

[DOI]

CoRR, 2024

Spectral complexity of deep neural networks.

[BibT_eX]

[DOI]

CoRR, 2024

Neural reproducing kernel Banach spaces and representer theorems for deep networks.

[BibT_eX]

[DOI]

CoRR, 2024

2023

How many samples are needed to leverage smoothness?

[BibT_eX]

[DOI]

Vivien Cabannes

Stefano Vigogna

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

A Case of Exponential Convergence Rates for SVM.

[BibT_eX]

[DOI]

Vivien Cabannes

Stefano Vigogna

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2023

2022

Multiclass learning with margin: exponential rates with no bias-variance trade-off.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning, 2022

2021

Understanding neural networks with reproducing kernel Banach spaces.

[BibT_eX]

[DOI]

CoRR, 2021

Multiscale regression on unknown manifolds.

[BibT_eX]

[DOI]

Wenjing Liao

Mauro Maggioni

Stefano Vigogna

CoRR, 2021

ParK: Sound and Efficient Kernel Ridge Regression by Feature Space Partitions.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

2016

Learning adaptive multiscale approximations to data and functions near low-dimensional sets.

[BibT_eX]

[DOI]

Wenjing Liao

Mauro Maggioni

Stefano Vigogna

Proceedings of the 2016 IEEE Information Theory Workshop, 2016

Stefano Vigogna

Timeline

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