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researcher

Umberto M. Tomasini

EPFL

8 papers hereh-index 6151 citations9 works total

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

author position
  • first author4
  • middle author3

Across the 7 of 8 papers where every author was matched, so the position is known.

fields
  • cs.LG3
  • cs.CL2
  • cs.AI1
  • nlin.CD1
  • stat.ML1
affiliations
  • EPFL

identity via Semantic Scholar / OpenAlex

activity
20202026
most citedHow Deep Neural Networks Learn Compositional Data: The Random Hierarchy Model

21 citations · 28 across the 8 of their papers we have counts for

collaborators
Showing nlin.CDShow all

1 paper · 1 filter

nlin.CD2020★ 2 cited

Predictors and Predictands of Linear Response in Spatially Extended Systems

Umberto Maria Tomasini, Valerio Lucarini

The goal of response theory, in each of its many statistical mechanical formulations, is to predict the perturbed response of a system from the knowledge of the unperturbed state a…

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