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researcher

Dean P. Foster

7 papers here

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

author position
  • first author3
  • middle author2
  • last author2

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

fields
  • stat.ML3
  • cs.CC1
  • cs.CL1
  • cs.LG1
  • stat.CO1
same name
  • Dean P. Foster — 13 papers, h 4
  • Dean P. Foster — 2 papers, h 5
  • Dean P. Foster — 1 paper, 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
20122025
most citedA Spectral Algorithm for Latent Dirichlet Allocation

169 citations · 242 across the 7 of their papers we have counts for

collaborators
Showing cs.LGShow all

1 paper · 1 filter

cs.LG2012★ 169 cited

A Spectral Algorithm for Latent Dirichlet Allocation

Animashree Anandkumar, Dean P. Foster, Daniel Hsu +2

The problem of topic modeling can be seen as a generalization of the clustering problem, in that it posits that observations are generated due to multiple latent factors (e.g., the…

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