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researcher

M. Girolami

95 papers hereh-index 6721.3k citations368 works total

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

author position
  • first author2
  • middle author31
  • last author60

Across the 93 of 95 papers where every author was matched, so the position is known.

fields
  • stat.ME25
  • stat.CO22
  • stat.ML14
  • math.ST8
  • stat.AP6
  • math.NA5
same name
  • M. Girolami — 13 papers, h 10
  • M. Girolami — 3 papers, h 27
  • M. Girolami — 1 paper, h 2
  • M. Girolami — 1 paper, h 4
  • M. Girolami — 1 paper, h 1

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
20092026
most citedProbabilistic Numerics and Uncertainty in Computations

140 citations · 1.9k across the 86 of their papers we have counts for

collaborators
Showing 2021 · stat.APShow all

1 paper · 2 filters

stat.AP2021★ 24 cited

Variational Bayesian Approximation of Inverse Problems using Sparse Precision Matrices

Jan Povala, Ieva Kazlauskaite, Eky Febrianto +2

Inverse problems involving partial differential equations (PDEs) are widely used in science and engineering. Although such problems are generally ill-posed, different regularisatio…

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