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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 2018 · stat.APShow all

2 papers · 2 filters

stat.AP2018

Efficiency and robustness in Monte Carlo sampling of 3-D geophysical inversions with Obsidian v0.1.2: Setting up for success

Richard Scalzo, David Kohn, Hugo Olierook +4

The rigorous quantification of uncertainty in geophysical inversions is a challenging problem. Inversions are often ill-posed and the likelihood surface may be multi-modal; propert…

stat.AP2018★ 17 cited

The synthesis of data from instrumented structures and physics-based models via Gaussian processes

Alastair Gregory, Din-Houn Lau, Mark Girolami +2

A recent development which is poised to disrupt current structural engineering practice is the use of data obtained from physical structures such as bridges, viaducts and buildings…

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