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researcher

Daniel M. Roy

University of Toronto

65 papers hereh-index 398.9k citations117 works total

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

author position
  • sole author1
  • middle author23
  • last author39

Across the 63 of 65 papers where every author was matched, so the position is known.

fields
  • cs.LG22
  • stat.ML18
  • math.ST11
  • math.LO4
  • cs.PL3
  • math.PR3
affiliations
  • University of Toronto
  • Vector Institute
HomepageORCID 0000-0001-8930-0058
same name
  • Daniel M. Roy — 11 papers, h 6
  • Daniel M. Roy — 3 papers, h 1
  • Daniel M. Roy — 1 paper, h 4

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
20092026
most citedChurch: a language for generative models

490 citations · 2.3k across the 62 of their papers we have counts for

collaborators
Showing 2016 · math.STShow all

2 papers · 2 filters

math.ST2016★ 7 cited

On Extended Admissible Procedures and their Nonstandard Bayes Risk

Haosui Duanmu, Daniel M. Roy

For finite parameter spaces under finite loss, every Bayes procedure derived from a prior with full support is admissible, and every admissible procedure is Bayes. This relationshi…

math.ST2016

Sampling and Estimation for (Sparse) Exchangeable Graphs

Victor Veitch, Daniel M. Roy

Sparse exchangeable graphs on R+​, and the associated graphex framework for sparse graphs, generalize exchangeable graphs on N, and the associated graphon fra…

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