Search Results for author: Filippo Valle

Found 1 papers, 0 papers with code

Inversion dynamics of class manifolds in deep learning reveals tradeoffs underlying generalisation

no code implementations9 Mar 2023 Simone Ciceri, Lorenzo Cassani, Matteo Osella, Pietro Rotondo, Filippo Valle, Marco Gherardi

To achieve near-zero training error in a classification problem, the layers of a feed-forward network have to disentangle the manifolds of data points with different labels, to facilitate the discrimination.

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