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researcher

Mauro Pastore

15 papers hereh-index 8182 citations14 works total

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

author position
  • sole author1
  • first author2
  • middle author9
  • last author3

Across the 15 of 15 papers where every author was matched, so the position is known.

fields
  • cond-mat.dis-nn6
  • stat.ML4
  • cond-mat.stat-mech2
  • hep-lat2
  • cs.LG1

identity via Semantic Scholar / OpenAlex

activity
20182025
most citedA statistical mechanics framework for Bayesian deep neural networks beyond the infinite-width limit

35 citations · 56 across the 10 of their papers we have counts for

collaborators
Showing cond-mat.stat-mechShow all

2 papers · 1 filter

cond-mat.stat-mech2021

Self-induced glassy phase in multimodal cavity quantum electrodynamics

Vittorio Erba, Mauro Pastore, Pietro Rotondo

We provide strong evidence that the effective spin-spin interaction in a multimodal confocal optical cavity gives rise to a self-induced glassy phase, which emerges exclusively fro…

cond-mat.stat-mech2020

Statistical learning theory of structured data

Mauro Pastore, Pietro Rotondo, Vittorio Erba +1

The traditional approach of statistical physics to supervised learning routinely assumes unrealistic generative models for the data: usually inputs are independent random variables…

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