Concepedia

Arnaud Doucet

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Publications

189

Citations

26.3K

H-Index

61

Active since

1998

Affiliations

University of Cambridge(Current)

University of British Columbia

University of Oxford

The University of Melbourne

University of Bristol

Arnaud Doucet is an author at University of Cambridge specializing in computing, computer science, and monte carlo methods.

Publications per year

1998–2024

189

Publications

189

On sequential Monte Carlo sampling methods for Bayesian filtering

Arnaud Doucet, Simon Godsill, Christophe Andrieu · Statistics and Computing · 2000 · 4.4K citations

Natural Sciences, Computer Science, Mathematics +10

An Introduction to MCMC for Machine Learning

Christophe Andrieu, Nando de Freitas, Arnaud Doucet et al. · Machine Learning · 2003 · 2.4K citations · Full text

Computing, Computer Science, Mathematics +12

Particle Markov Chain Monte Carlo Methods

Christophe Andrieu, Arnaud Doucet, Roman Holenstein · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 2010 · 2.1K citations · Full text

Natural Sciences, Mathematics, Probability Theory +16

Sequential Monte Carlo Samplers

Pierre Del Moral, Arnaud Doucet, Ajay Jasra · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 2006 · 1.7K citations · Full text

Natural Sciences, Computer Science, Probability Theory +12

The Unscented Particle Filter

Rudolph van der Merwe, Arnaud Doucet, Nando de Freitas et al. · 2000 · 1.4K citations

Computing, Computer Science, Bayesian Data Analysis +15

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