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researcher

Linus Hamilton

6 papers hereh-index 7156 citations7 works total

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

author position
  • sole author1
  • first author3
  • middle author1

Across the 5 of 6 papers where every author was matched, so the position is known.

fields
  • cs.CC2
  • cs.LG1
  • math.CO1
  • math.FA1
  • math.OC1

identity via Semantic Scholar / OpenAlex

activity
20132021
most citedInformation Theoretic Properties of Markov Random Fields, and their Algorithmic Applications

24 citations · 34 across the 3 of their papers we have counts for

collaborators
Showing 2017Show all

1 paper · 1 filter

cs.LG2017★ 24 cited

Information Theoretic Properties of Markov Random Fields, and their Algorithmic Applications

Linus Hamilton, Frederic Koehler, Ankur Moitra

Markov random fields area popular model for high-dimensional probability distributions. Over the years, many mathematical, statistical and algorithmic problems on them have been st…

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