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researcher

R. Pacelli

7 papers hereh-index 5169 citations11 works total

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

author position
  • first author1
  • middle author4
  • last author1

Across the 6 of 7 papers where every author was matched, so the position is known.

fields
  • cond-mat.dis-nn5
  • cs.LG2
same name
  • R. Pacelli — 1 paper, h 39

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20212024
most citedA statistical mechanics framework for Bayesian deep neural networks beyond the infinite-width limit

35 citations · 67 across the 7 of their papers we have counts for

collaborators
Showing 2021Show all

1 paper · 1 filter

cs.LG2021★ 28 cited

Learning through atypical "phase transitions" in overparameterized neural networks

Carlo Baldassi, Clarissa Lauditi, Enrico M. Malatesta +3

Current deep neural networks are highly overparameterized (up to billions of connection weights) and nonlinear. Yet they can fit data almost perfectly through variants of gradient…

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