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researcher

M. Zampetakis

54 papers hereh-index 181.6k citations66 works total

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

author position
  • first author1
  • middle author6
  • last author47

Across the 54 of 54 papers where every author was matched, so the position is known.

fields
  • cs.LG13
  • cs.GT9
  • cs.CC7
  • math.ST7
  • stat.ML7
  • math.OC4
same name
  • M. Zampetakis — 2 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
20162026
most citedTen Steps of EM Suffice for Mixtures of Two Gaussians

28 citations · 127 across the 46 of their papers we have counts for

collaborators
Showing 2016 · stat.MLShow all

1 paper · 2 filters

stat.ML2016★ 28 cited

Ten Steps of EM Suffice for Mixtures of Two Gaussians

Constantinos Daskalakis, Christos Tzamos, Manolis Zampetakis

The Expectation-Maximization (EM) algorithm is a widely used method for maximum likelihood estimation in models with latent variables. For estimating mixtures of Gaussians, its ite…

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