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researcher

M. Hoffman

20 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 author3
  • middle author13
  • last author3

Across the 20 of 20 papers where every author was matched, so the position is known.

fields
  • cs.LG8
  • stat.ML6
  • stat.CO3
  • cs.CV1
  • cs.DC1
  • cs.SD1
same name
  • M. Hoffman — 5 papers, h 20
  • M. Hoffman — 3 papers, h 12
  • M. Hoffman — 1 paper, h 6
  • M. Hoffman — 1 paper, h 6
  • M. Hoffman — 1 paper, h 4
  • M. Hoffman — 1 paper, h 33

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 citedUnderspecification Presents Challenges for Credibility in Modern Machine Learning

430 citations · 830 across the 11 of their papers we have counts for

collaborators
Showing 2021Show all

1 paper · 1 filter

cs.LG2021

What Are Bayesian Neural Network Posteriors Really Like?

Pavel Izmailov, Sharad Vikram, Matthew D. Hoffman +1

The posterior over Bayesian neural network (BNN) parameters is extremely high-dimensional and non-convex. For computational reasons, researchers approximate this posterior using in…

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