Antonio Sclocchi

According to our database, Antonio Sclocchi authored at least 5 papers between 2022 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2024

A Phase Transition in Diffusion Models Reveals the Hierarchical Nature of Data.

Antonio Sclocchi, Alessandro Favero, Matthieu Wyart

CoRR, 2024

2023

On the different regimes of Stochastic Gradient Descent.

Antonio Sclocchi, Matthieu Wyart

CoRR, 2023

Dissecting the Effects of SGD Noise in Distinct Regimes of Deep Learning.

Antonio Sclocchi, Mario Geiger, Matthieu Wyart

Proceedings of the International Conference on Machine Learning, 2023

2022

Failure and success of the spectral bias prediction for Kernel Ridge Regression: the case of low-dimensional data.

Umberto M. Tomasini, Antonio Sclocchi, Matthieu Wyart

CoRR, 2022

Failure and success of the spectral bias prediction for Laplace Kernel Ridge Regression: the case of low-dimensional data.

Umberto M. Tomasini, Antonio Sclocchi, Matthieu Wyart

Proceedings of the International Conference on Machine Learning, 2022