Arnaud Doucet
Scholar

Arnaud Doucet

Google Scholar ID: W4SZGV8AAAAJ
Google DeepMind
Computational StatisticsMachine LearningMonte Carlo methods
Citations & Impact
All-time
Citations
23,568
 
H-index
68
 
i10-index
205
 
Publications
20
 
Co-authors
188
list available
Contact
No contact links provided.
Resume (English only)
Academic Achievements
  • IMS Medallion Lecturer in 2016, elected IMS Fellow in 2017, awarded the Guy Silver Medal from the Royal Statistical Society in 2020. In 2024, received the Akaike Memorial Award of the Japanese Statistical Society and was the Breiman Lecturer at NeurIPS.
Research Experience
  • Was a Statutory Professor in Oxford Statistics Department and Senior Staff Research Scientist at DeepMind until 2024. Now full-time at DeepMind and a visiting professor in the department of Statistics.
Background
  • Research interests lie in the development and analysis of efficient computational methods for inference and learning, machine learning, signal processing and related areas. Recently, got very interested in generative modeling (in particular denoising diffusion models) and computational optimal transport.