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researcher

M. Hoffman

38 papers hereh-index 3826k citations97 works total

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

author position
  • sole author1
  • first author7
  • middle author25
  • last author5

Across the 38 of 38 papers where every author was matched, so the position is known.

fields
  • stat.ML15
  • cs.LG12
  • stat.CO4
  • cs.CV2
  • cs.DC1
  • cs.MS1
same name
  • M. Hoffman — 13 papers, h 12
  • M. Hoffman — 7 papers, h 6
  • M. Hoffman — 6 papers, h 20
  • M. Hoffman — 4 papers, h 6
  • M. Hoffman — 2 papers, h 3
  • M. Hoffman — 1 paper

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
20102022
most citedThe No-U-Turn Sampler: Adaptively Setting Path Lengths in Hamiltonian Monte Carlo

1.8k citations · 4k across the 38 of their papers we have counts for

collaborators
Showing 2014 · cs.LGShow all

1 paper · 2 filters

cs.LG2014★ 49 cited

Structured Stochastic Variational Inference

Matthew D. Hoffman, David M. Blei

Stochastic variational inference makes it possible to approximate posterior distributions induced by large datasets quickly using stochastic optimization. The algorithm relies on t…

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