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M. Bauer

14 papers hereh-index 131.8k citations19 works total

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

author position
  • first author6
  • middle author7
  • last author1

Across the 14 of 14 papers where every author was matched, so the position is known.

fields
  • stat.ML7
  • cs.LG5
  • cs.AI1
  • cs.CV1
same name
  • M. Bauer — 112 papers, h 18
  • M. Bauer — 57 papers, h 11
  • M. Bauer — 53 papers, h 36
  • M. Bauer — 52 papers, h 27
  • M. Bauer — 22 papers
  • M. Bauer — 21 papers, h 3

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
20162026
most citedUnderstanding Probabilistic Sparse Gaussian Process Approximations

63 citations · 203 across the 11 of their papers we have counts for

collaborators
Showing 2021 · cs.LGShow all

1 paper · 2 filters

cs.LG2021★ 27 cited

Laplace Redux -- Effortless Bayesian Deep Learning

Erik Daxberger, Agustinus Kristiadi, Alexander Immer +3

Bayesian formulations of deep learning have been shown to have compelling theoretical properties and offer practical functional benefits, such as improved predictive uncertainty qu…

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