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researcher

Samuel J. Gershman

3 papers here

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

author position
  • first author2
  • last author1

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

fields
  • cs.LG1
  • cs.MA1
  • stat.ML1
ORCID 0000-0002-6546-3298
same name
  • Samuel J. Gershman — 2 papers, h 6
  • Samuel J. Gershman — 1 paper, h 2

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
20112025
most citedNonparametric variational inference

44 citations · 45 across the 3 of their papers we have counts for

collaborators
Showing cs.LGShow all

1 paper · 1 filter

cs.LG2012★ 44 cited

Nonparametric variational inference

Samuel Gershman, Matt Hoffman, David Blei

Variational methods are widely used for approximate posterior inference. However, their use is typically limited to families of distributions that enjoy particular conjugacy proper…

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