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researcher

D. Guillot

9 papers hereh-index 16783 citations57 works total

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

author position
  • first author3
  • middle author6

Across the 9 of 9 papers where every author was matched, so the position is known.

fields
  • math.CA5
  • math.CO1
  • math.FA1
  • math.RA1
  • stat.CO1

identity via Semantic Scholar / OpenAlex

activity
20122026
most citedIterative Thresholding Algorithm for Sparse Inverse Covariance Estimation

71 citations · 75 across the 6 of their papers we have counts for

collaborators
Showing stat.COShow all

1 paper · 1 filter

stat.CO2012★ 71 cited

Iterative Thresholding Algorithm for Sparse Inverse Covariance Estimation

Dominique Guillot, Bala Rajaratnam, Benjamin T. Rolfs +2

The L1-regularized maximum likelihood estimation problem has recently become a topic of great interest within the machine learning, statistics, and optimization communities as a me…

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