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researcher

K. Rohe

10 papers hereh-index 172.8k citations51 works total

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

author position
  • first author2
  • middle author2
  • last author6

Across the 10 of 10 papers where every author was matched, so the position is known.

fields
  • math.ST3
  • stat.ME2
  • stat.ML2
  • cs.LG1
  • cs.SI1
  • stat.CO1

identity via Semantic Scholar / OpenAlex

activity
20102025
most citedPreconditioning to comply with the Irrepresentable Condition

19 citations · 29 across the 4 of their papers we have counts for

collaborators
Showing stat.MEShow all

2 papers · 1 filter

stat.ME2020

Vintage Factor Analysis with Varimax Performs Statistical Inference

Karl Rohe, Muzhe Zeng

Psychologists developed Multiple Factor Analysis to decompose multivariate data into a small number of interpretable factors without any a priori knowledge about those factors. In…

stat.ME2016

Intelligent Initialization and Adaptive Thresholding for Iterative Matrix Completion; Some Statistical and Algorithmic Theory for Adaptive-Impute

Juhee Cho, Donggyu Kim, Karl Rohe

Over the past decade, various matrix completion algorithms have been developed. Thresholded singular value decomposition (SVD) is a popular technique in implementing many of them.…

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