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researcher

Daniel M. Roy

7 papers here

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

author position
  • sole author1
  • middle author4
  • last author2

Across the 7 of 7 papers where every author was matched, so the position is known.

fields
  • math.ST2
  • stat.ML2
  • cs.CV1
  • cs.LG1
  • math.PR1
same name
  • Daniel M. Roy — 30 papers, h 39
  • Daniel M. Roy — 11 papers, h 6
  • Daniel M. Roy — 3 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
20122022
most citedA study of the effect of JPG compression on adversarial images

254 citations · 392 across the 7 of their papers we have counts for

collaborators
Showing 2014 · stat.MLShow all

1 paper · 2 filters

stat.ML2014★ 113 cited

Mondrian Forests: Efficient Online Random Forests

Balaji Lakshminarayanan, Daniel M. Roy, Yee Whye Teh

Ensembles of randomized decision trees, usually referred to as random forests, are widely used for classification and regression tasks in machine learning and statistics. Random fo…

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