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researcher

Davide Ghio

EPFL

5 papers hereh-index 360 citations4 works total

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

author position
  • first author4
  • middle author1

Across the 5 of 5 papers where every author was matched, so the position is known.

fields
  • cond-mat.dis-nn4
  • stat.ML1
affiliations
  • EPFL

identity via Semantic Scholar / OpenAlex

activity
20232026
most citedSampling with flows, diffusion and autoregressive neural networks: A spin-glass perspective

24 citations · 31 across the 4 of their papers we have counts for

collaborators
Showing stat.MLShow all

1 paper · 1 filter

stat.ML2025

Inference in Spreading Processes with Neural-Network Priors

Davide Ghio, Fabrizio Boncoraglio, Lenka Zdeborová

Stochastic processes on graphs are a powerful tool for modelling complex dynamical systems such as epidemics. A recent line of work focused on the inference problem where one aims…

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