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Constantine Caramanis

1 paper here

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author position
  • middle author1

Across the 1 of 1 paper where every author was matched, so the position is known.

fields
  • stat.ML1
ORCID 0000-0001-9939-8378

identity via Semantic Scholar / OpenAlex

most citedGlobal Convergence of EM Algorithm for Mixtures of Two Component Linear Regression

6 citations · 6 across the 1 of their papers we have counts for

collaborators

1 paper

stat.ML2018★ 6 cited

Global Convergence of EM Algorithm for Mixtures of Two Component Linear Regression

Jeongyeol Kwon, Wei Qian, Constantine Caramanis +2

The Expectation-Maximization algorithm is perhaps the most broadly used algorithm for inference of latent variable problems. A theoretical understanding of its performance, however…

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