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Po-Ling Loh

39 papers hereh-index 243.4k citations78 works total

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

author position
  • sole author2
  • first author7
  • middle author4
  • last author26

Across the 39 of 39 papers where every author was matched, so the position is known.

fields
  • math.ST18
  • cs.LG6
  • stat.ML6
  • cs.IT4
  • cs.SI2
  • math.PR2
same name
  • Po-Ling Loh — 8 papers, h 1

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
20112024
most citedHigh-dimensional regression with noisy and missing data: Provable guarantees with nonconvexity

551 citations · 1.1k across the 33 of their papers we have counts for

collaborators
Showing 2012 · stat.MLShow all

1 paper · 2 filters

stat.ML2012★ 95 cited

Structure estimation for discrete graphical models: Generalized covariance matrices and their inverses

Po-Ling Loh, Martin J. Wainwright

We investigate the relationship between the structure of a discrete graphical model and the support of the inverse of a generalized covariance matrix. We show that for certain grap…

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