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M. Giles

21 papers hereh-index 171.1k citations63 works total

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

author position
  • sole author2
  • first author11
  • middle author4
  • last author4

Across the 21 of 21 papers where every author was matched, so the position is known.

fields
  • math.NA17
  • q-fin.CP2
  • math.PR1
  • stat.ML1
same name
  • M. Giles — 18 papers, h 7
  • M. Giles — 15 papers, h 24
  • M. Giles — 11 papers, h 55
  • M. Giles — 3 papers, h 3
  • M. Giles — 2 papers, h 5
  • M. Giles — 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
20112025
most citedGeneralised multilevel Picard approximations

13 citations · 30 across the 9 of their papers we have counts for

collaborators
Showing 2023Show all

1 paper · 1 filter

math.NA2023★ 1 cited

MLMC techniques for discontinuous functions

Michael B Giles

The Multilevel Monte Carlo (MLMC) approach usually works well when estimating the expected value of a quantity which is a Lipschitz function of intermediate quantities, but if it i…

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