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researcher

M. Wainwright

76 papers hereh-index 10050.6k citations337 works total

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

author position
  • sole author6
  • first author4
  • middle author26
  • last author39

Across the 75 of 76 papers where every author was matched, so the position is known.

fields
  • stat.ML20
  • cs.IT16
  • cs.LG16
  • math.ST16
  • stat.ME2
  • cs.AI1
same name
  • M. Wainwright — 4 papers, h 7
  • M. Wainwright — 1 paper, h 10

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
20042022
most citedHigh-dimensional Ising model selection using ℓ1​-regularized logistic regression

538 citations · 1.8k across the 55 of their papers we have counts for

collaborators
Showing 2012 · cs.AIShow all

1 paper · 2 filters

cs.AI2012★ 101 cited

On the optimality of tree-reweighted max-product message-passing

Vladimir Kolmogorov, Martin Wainwright

Tree-reweighted max-product (TRW) message passing is a modified form of the ordinary max-product algorithm for attempting to find minimal energy configurations in Markov random fie…

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