Sophie Donnet
Sophie Donnet publishes mostly in Statistics and Probability, Artificial Intelligence and Statistics, Probability and Uncertainty, on topics such as Statistical Methods and Bayesian Inference, Bayesian Methods and Mixture Models and Statistical Methods and Inference.
- World rank
- #1,577,500 of 1,633,909 ranked researchers
- Rank in France
- #93,377 of 96,116
- Works
- 21
- Citations
- 16
- Citations per work
- 0.8
What does Sophie Donnet research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Statistics and Probability36% of their works
- 2Artificial Intelligence14% of their works
- 3Statistics, Probability and Uncertainty7% of their works
- 4Cognitive Neuroscience4% of their works
- 5Signal Processing4% of their works
- 6Control and Systems Engineering4% of their works
Research topics
Which keywords describe Sophie Donnet's research?
The keywords of their largest research topics: Bayesian Modeling, Multiple Imputation, Bayesian Inference, Variational Inference, Clustering, Mixture Models, Regularization and Variable Selection.
- Resting-State fMRI
- Machine Learning
- Gaussian Processes
- Ecosystem Services
- Statistical Process Control
- Variable Selection
- Mixture Models
- Variational Inference
- Multiple Imputation
- Bayesian Modeling
- Bayesian Inference
- Clustering
- Regularization
- Healthcare Improvement
- Blind Separation
- Functional Connectivity
- Independent Component Analysis
- Pollinator Decline
Size is their works in the topics tagged with each word, from their 8 largest topics. Each links to the topic it comes from most.
All 18 words, with their numbers
- Bayesian Modeling51 topic
- Multiple Imputation51 topic
- Bayesian Inference42 topics
- Variational Inference42 topics
- Clustering31 topic
- Mixture Models31 topic
- Regularization31 topic
- Variable Selection31 topic
- Healthcare Improvement21 topic
- Statistical Process Control21 topic
- Blind Separation11 topic
- Ecosystem Services11 topic
- Functional Connectivity11 topic
- Gaussian Processes11 topic
- Independent Component Analysis11 topic
- Machine Learning11 topic
- Pollinator Decline11 topic
- Resting-State fMRI11 topic
Where does Sophie Donnet work?
Sophie Donnet's main affiliation in the publication record is Département mathématiques, informatique, sciences de la donnée et technologies du numérique, France.
How many publications and citations does Sophie Donnet have?
Science Explorer counts 21 works and 16 citations for Sophie Donnet, ranking #1,577,500 of 1,633,909 researchers worldwide on the composite score.
Ranked on field-normalised excellence (50%), output (30%) and citations (20%). Counts come from OpenAlex author records, which occasionally merge different people who share a name or split one person into several.
Papers, co-authors, who cited this work and researchers on the nearest topics are in the interactive view on the map. Is this your page? Request a correction or removal.