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D. Margaritis

3 papers hereh-index 365.9k citations186 works total

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

author position
  • first author1
  • middle author1
  • last author1

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • cs.AI1
  • cs.LG1
  • math.OC1

identity via Semantic Scholar / OpenAlex

most citedEfficient Markov Network Structure Discovery Using Independence Tests

65 citations · 102 across the 3 of their papers we have counts for

collaborators

3 papers

math.OC2014★ 2 cited

A linear programming based approach for determining maximal closest reference set in DEA

Israfil Roshdi, Mahmood Mehdiloozad, Dimitris Margaritis

Identification of the reference set for each decision making unit (DMU) is a main concern in the data envelopment analysis (DEA). All of the methods developed to date have been foc…

cs.LG2014★ 65 cited

Efficient Markov Network Structure Discovery Using Independence Tests

Facundo Bromberg, Dimitris Margaritis, Vasant Honavar

We present two algorithms for learning the structure of a Markov network from data: GSMN* and GSIMN. Both algorithms use statistical independence tests to infer the structure by su…

cs.AI2013★ 35 cited

A Bayesian Multiresolution Independence Test for Continuous Variables

Dimitris Margaritis, Sebastian Thrun

In this paper we present a method ofcomputing the posterior probability ofconditional independence of two or morecontinuous variables from data,examined at several resolutions. Our…

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