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Ying Liu

1 paper hereh-index 213 citations4 works total

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

author position
  • first author1

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

fields
  • stat.ML1
same name
  • Ying Liu — 11 papers, h 16
  • Ying Liu — 7 papers, h 15
  • Ying Liu — 7 papers, h 2
  • Ying Liu — 6 papers, h 2
  • Ying Liu — 5 papers, h 73
  • Ying Liu — 5 papers, h 69

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

most citedFeedback Message Passing for Inference in Gaussian Graphical Models

30 citations · 30 across the 1 of their papers we have counts for

collaborators

1 paper

stat.ML2011★ 30 cited

Feedback Message Passing for Inference in Gaussian Graphical Models

Ying Liu, Venkat Chandrasekaran, Animashree Anandkumar +1

While loopy belief propagation (LBP) performs reasonably well for inference in some Gaussian graphical models with cycles, its performance is unsatisfactory for many others. In par…

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