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Gonzalo E. Mena

5 papers hereh-index 101k citations18 works total

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

author position
  • first author3
  • middle author1
  • last author1

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

fields
  • stat.ML3
  • math.ST2
same name
  • Gonzalo E. Mena — 4 papers, h 2

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
20172026
most citedStatistical bounds for entropic optimal transport: sample complexity and the central limit theorem

42 citations · 56 across the 4 of their papers we have counts for

collaborators
Showing 2020 · stat.MLShow all

1 paper · 2 filters

stat.ML2020★ 7 cited

Sinkhorn EM: An Expectation-Maximization algorithm based on entropic optimal transport

Gonzalo Mena, Amin Nejatbakhsh, Erdem Varol +1

We study Sinkhorn EM (sEM), a variant of the expectation maximization (EM) algorithm for mixtures based on entropic optimal transport. sEM differs from the classic EM algorithm in…

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