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researcher

C. Daskalakis

103 papers hereh-index 5811k citations204 works total

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

author position
  • sole author2
  • first author60
  • middle author28
  • last author11

Across the 101 of 103 papers where every author was matched, so the position is known.

fields
  • cs.GT32
  • cs.LG27
  • cs.DS16
  • math.PR7
  • math.ST5
  • stat.ML5

identity via Semantic Scholar / OpenAlex

activity
20052026
most citedThe Robust Manifold Defense: Adversarial Training using Generative Models

116 citations · 1.1k across the 89 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.