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Umberto M. Tomasini
Publication Activity (10 Years)
Years Active: 2022-2023
Publications (10 Years): 4
Top Topics
Color Histogram
Input Space
Convolutional Neural Networks
Spatial Information
Top Venues
CoRR
ICML
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Publications
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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)