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Sifting out the features by pruning: Are convolutional networks the winning lottery ticket of fully connected ones?


May 14, 2021
Franco Pellegrini, Giulio Biroli

* 25 pages, 18 figures; typos corrected, references added 

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An analytic theory of shallow networks dynamics for hinge loss classification


Jun 19, 2020
Franco Pellegrini, Giulio Biroli

* 16 pages, 6 figures 

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