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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 cs.MSShow all

1 paper · 1 filter

cs.MS2015★ 68 cited

The Stan Math Library: Reverse-Mode Automatic Differentiation in C++

Bob Carpenter, Matthew D. Hoffman, Marcus Brubaker +3

As computational challenges in optimization and statistical inference grow ever harder, algorithms that utilize derivatives are becoming increasingly more important. The implementa…

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