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Author/Creator Perugini, Gabriele

2. Deep networks on toroids: removing symmetries reveals the structure of flat regions in the landscape geometry*This article is an updated version of: Pittorino F, Ferraro A, Perugini G, Feinauer C, Baldassi C and Zecchina R 2022 Deep networks on toroids: removing symmetries reveals the structure of flat regions in the landscape geometry Proc. 39th Int. Conf. Machine Learning vol 162 ed K Chaudhuri, S Jegelka, L Song, C Szepesvari, G Niu and S Sabato pp 17759–81. (1st November 2022)

Authors:
Pittorino, Fabrizio; Ferraro, Antonio; Perugini, Gabriele; Feinauer, Christoph; Baldassi, Carlo; Zecchina, Riccardo
Journal:
Journal of statistical mechanics
Issue:
(2022:Nov.)
Page Start:
Record Type:
Journal Article
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Available online (eLD content is only available in our Reading Rooms) ↗

3. Entropic gradient descent algorithms and wide flat minima*This article is an updated version of: Pittorino F, Lucibello C, Feinauer C, Perugini G, Baldassi C, Demyanenko E and Zecchina R 2021 Entropic gradient descent algorithms and wide flat minima Int. Conf. on Learning Representations. (29th December 2021)

Authors:
Pittorino, Fabrizio; Lucibello, Carlo; Feinauer, Christoph; Perugini, Gabriele; Baldassi, Carlo; Demyanenko, Elizaveta; Zecchina, Riccardo
Journal:
Journal of statistical mechanics
Issue:
(2021:Dec.)
Page Start:
Record Type:
Journal Article
View Content:
Available online (eLD content is only available in our Reading Rooms) ↗