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researcher

M. Villani

38 papers hereh-index 283.9k citations117 works total

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

author position
  • sole author3
  • first author4
  • middle author14
  • last author17

Across the 38 of 38 papers where every author was matched, so the position is known.

fields
  • stat.ME10
  • stat.CO9
  • stat.AP6
  • cs.LG3
  • stat.ML3
  • gr-qc2
same name
  • M. Villani — 9 papers, h 23
  • M. Villani — 8 papers, h 9
  • M. Villani — 8 papers, h 6
  • M. Villani — 1 paper, h 18
  • M. Villani — 1 paper, h 1
  • M. Villani — 1 paper, h 7

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
20112023
most citedSpeeding Up MCMC by Efficient Data Subsampling

156 citations · 361 across the 32 of their papers we have counts for

collaborators
Showing 2018Show all

2 papers · 1 filter

stat.AP2018★ 1 cited

Modeling Text Complexity using a Multi-Scale Probit

Johan Falkenjack, Mattias Villani, Arne Jönsson

We present a novel model for text complexity analysis which can be fitted to ordered categorical data measured on multiple scales, e.g. a corpus with binary responses mixed with a…

stat.ME2018★ 2 cited

Subsampling MCMC - An introduction for the survey statistician

Matias Quiroz, Mattias Villani, Robert Kohn +2

The rapid development of computing power and efficient Markov Chain Monte Carlo (MCMC) simulation algorithms have revolutionized Bayesian statistics, making it a highly practical i…

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