The chart shows the distribution of publications by all Research.com ranked scientists in the field of Mathematics in 2026. The highlighted bar marks where Arnaud Doucet sits on this spectrum.
This scientist: 385 publications — 93rd percentile
93% of scientists in this discipline score the same or lower.
The last bar groups every scientist with 537 publications or more.
The chart shows the D-index (discipline H-index) distribution of Mathematics scientists ranked by Research.com in 2026. The highlighted bar marks where Arnaud Doucet sits on this spectrum.
This scientist: 87 D-Index — 97th percentile
97% of scientists in this discipline score the same or lower.
The last bar groups every scientist with 86 D-Index or more.
Arnaud Doucet is affiliated with the University of Oxford in the United Kingdom. Their research spans multiple domains within computer science and mathematics, focusing notably on artificial intelligence and statistical methodology.
The scientist has published extensively with a primary emphasis on topics including Markov Chains and Monte Carlo Methods, Gaussian Processes and Bayesian Inference, and Generative Adversarial Networks and Image Synthesis. Other notable areas of work include Bayesian Methods and Mixture Models, Statistical Methods and Inference, Model Reduction and Neural Networks, and Neural Networks and Applications.
Frequent publication venues for Arnaud Doucet include:
Among the more recent publications are:
Arnaud Doucet collaborates frequently with several coauthors, including:
The scientist's body of work covers a wide range of subfields within computer science and mathematics, particularly:
Arnaud Doucet has contributed over 130 publications in computer science and nearly 60 in mathematics, marking a substantial academic involvement in their fields of study.
Arnaud Doucet;Nando De Freitas;Neil Gordon;Adrian Smith
Arnaud Doucet;Nando de Freitas;Neil J. Gordon
Arnaud Doucet;Simon Godsill;Christophe Andrieu
Christophe Andrieu;Nando De Freitas;Arnaud Doucet;Michael I. Jordan
Christophe Andrieu;Arnaud Doucet;Roman Holenstein
Rudolph van der Merwe;Arnaud Doucet;Nando de Freitas;Eric A. Wan
Arnaud Doucet;Adam M. Johansen
Pierre Del Moral;Arnaud Doucet;Ajay Jasra
Arnaud Doucet;Joao F. G. De Freitas;Neil J. Gordon
B.-N. Vo;S. Singh;A. Doucet
Arnaud Doucet;Nando de Freitas;Kevin P. Murphy;Stuart J. Russell
D. Crisan;A. Doucet
A. Doucet;N.J. Gordon;V. Krishnamurthy
Arnaud Doucet;Simon J. Godsill;Christophe Andrieu
Simon J Godsill;Arnaud Doucet;Mike West
Nikolas Kantas;Arnaud Doucet;Sumeetpal S. Singh;Jan Maciejowski
Marco Cuturi;Arnaud Doucet
Pierre Moral;Arnaud Doucet;Ajay Jasra
Ba-Ngu Vo;S. Singh;A. Doucet
C. Andrieu;A. Doucet;S.S. Singh;V.B. Tadic
Emilien Dupont;Arnaud Doucet;Yee Whye Teh
Pierre Del Moral;Arnaud Doucet
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