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researcher

Mátyás A. Sustik

4 papers hereh-index 121.7k citations19 works total

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

author position
  • middle author1
  • last author3

Across the 4 of 4 papers where every author was matched, so the position is known.

fields
  • cs.LG2
  • eess.SY1
  • stat.ML1

identity via Semantic Scholar / OpenAlex

activity
20132021
most citedSparse Inverse Covariance Matrix Estimation Using Quadratic Approximation

275 citations · 294 across the 3 of their papers we have counts for

collaborators
Showing 2013Show all

1 paper · 1 filter

cs.LG2013★ 275 cited

Sparse Inverse Covariance Matrix Estimation Using Quadratic Approximation

Cho-Jui Hsieh, Matyas A. Sustik, Inderjit S. Dhillon +1

The L1-regularized Gaussian maximum likelihood estimator (MLE) has been shown to have strong statistical guarantees in recovering a sparse inverse covariance matrix, or alternative…

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