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Leonardo Petrini

7 papers hereh-index 9296 citations13 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • sole author1
  • first author3
  • middle author3

Across the 7 of 7 papers where every author was matched, so the position is known.

fields
  • cs.LG6
  • stat.ML1

identity via Semantic Scholar / OpenAlex

activity
20202023
most citedGeometric compression of invariant manifolds in neural nets

22 citations · 59 across the 7 of their papers we have counts for

collaborators
Showing 2021Show all

1 paper · 1 filter

cs.LG2021★ 6 cited

Relative stability toward diffeomorphisms indicates performance in deep nets

Leonardo Petrini, Alessandro Favero, Mario Geiger +1

Understanding why deep nets can classify data in large dimensions remains a challenge. It has been proposed that they do so by becoming stable to diffeomorphisms, yet existing empi…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.