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researcher

Guido Montúfar

91 papers hereh-index 284.4k citations114 works total

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

author position
  • sole author4
  • first author19
  • middle author20
  • last author48

Across the 91 of 91 papers where every author was matched, so the position is known.

fields
  • cs.LG34
  • stat.ML22
  • math.OC9
  • cs.IT6
  • math.CO4
  • cs.AI3
same name
  • Guido Montúfar — 6 papers, h 5
  • Guido Montúfar — 2 papers

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20102026
most citedOn the Number of Linear Regions of Deep Neural Networks

832 citations · 1.3k across the 79 of their papers we have counts for

collaborators
Showing 2017 · stat.MLShow all

1 paper · 2 filters

stat.ML2017

Mixtures and products in two graphical models

Anna Seigal, Guido Montufar

We compare two statistical models of three binary random variables. One is a mixture model and the other is a product of mixtures model called a restricted Boltzmann machine. Altho…

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