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researcher

M. Gherardi

37 papers hereh-index 161.3k citations75 works total

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

author position
  • sole author2
  • first author5
  • middle author15
  • last author15

Across the 37 of 37 papers where every author was matched, so the position is known.

fields
  • cond-mat.dis-nn8
  • cond-mat.stat-mech7
  • physics.soc-ph5
  • cond-mat.soft3
  • cs.LG3
  • cond-mat.str-el2

identity via Semantic Scholar / OpenAlex

activity
20092025
most citedA statistical mechanics framework for Bayesian deep neural networks beyond the infinite-width limit

35 citations · 360 across the 36 of their papers we have counts for

collaborators
Showing 2024Show all

1 paper · 1 filter

stat.ML2024★ 1 cited

Feature learning in finite-width Bayesian deep linear networks with multiple outputs and convolutional layers

Federico Bassetti, Marco Gherardi, Alessandro Ingrosso +2

Deep linear networks have been extensively studied, as they provide simplified models of deep learning. However, little is known in the case of finite-width architectures with mult…

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