Umberto M. Tomasini

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 6

Top Topics

Color Histogram

Spatial Information

Intensity Values

Convolutional Neural Networks

Top Venues

Mach. Learn. Sci. Technol.

Publications

Umberto M. Tomasini, Matthieu Wyart
How Deep Networks Learn Sparse and Hierarchical Data: the Sparse Random Hierarchy Model. CoRR (2024)
Umberto M. Tomasini, Leonardo Petrini, Francesco Cagnetta, Matthieu Wyart
How deep convolutional neural networks lose spatial information with training. Mach. Learn. Sci. Technol. 4 (4) (2023)
Leonardo Petrini, Francesco Cagnetta, Umberto M. Tomasini, Alessandro Favero, Matthieu Wyart
How Deep Neural Networks Learn Compositional Data: The Random Hierarchy Model. CoRR (2023)
Umberto M. Tomasini, Leonardo Petrini, Francesco Cagnetta, Matthieu Wyart
How deep convolutional neural networks lose spatial information with training. CoRR (2022)
Umberto M. Tomasini, Antonio Sclocchi, Matthieu Wyart
Failure and success of the spectral bias prediction for Laplace Kernel Ridge Regression: the case of low-dimensional data. ICML (2022)
Umberto M. Tomasini, Antonio Sclocchi, Matthieu Wyart
Failure and success of the spectral bias prediction for Kernel Ridge Regression: the case of low-dimensional data. CoRR (2022)