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Claudia Battistin

7 papers hereh-index 9190 citations16 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-nn4
  • stat.ML2
  • stat.AP1

identity via Semantic Scholar / OpenAlex

activity
20142026
most citedBelief-Propagation and replicas for inference and learning in a kinetic Ising model with hidden spins

19 citations · 56 across the 6 of their papers we have counts for

collaborators
Showing 2016Show all

2 papers · 1 filter

cond-mat.dis-nn2016★ 9 cited

The appropriateness of ignorance in the inverse kinetic Ising model

Benjamin Dunn, Claudia Battistin

We develop efficient ways to consider and correct for the effects of hidden units for the paradigmatic case of the inverse kinetic Ising model with fully asymmetric couplings. We i…

cond-mat.dis-nn2016★ 12 cited

Variational perturbation and extended Plefka approaches to dynamics on random networks: the case of the kinetic Ising model

Ludovica Bachschmid-Romano, Claudia Battistin, Manfred Opper +1

We describe and analyze some novel approaches for studying the dynamics of Ising spin glass models. We first briefly consider the variational approach based on minimizing the Kullb…

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