Olivier Cappé
Olivier Cappé publishes mostly in Artificial Intelligence, Statistics and Probability and Control and Systems Engineering, on topics such as Gaussian Processes and Bayesian Inference, Bayesian Methods and Mixture Models and Image and Signal Denoising Methods.
- World rank
- #36,732 of 1,633,909 ranked researchers
- Rank in France
- #2,025 of 96,116
- Works
- 35
- Citations
- 560
- Citations per work
- 16.0
What does Olivier Cappé research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Artificial Intelligence33% of their works
- 2Statistics and Probability12% of their works
- 3Control and Systems Engineering12% of their works
- 4Signal Processing12% of their works
- 5Computer Vision and Pattern Recognition12% of their works
- 6Mathematical Physics6% of their works
Research topics
Which keywords describe Olivier Cappé's research?
The keywords of their largest research topics: Deep Learning, Bayesian Inference, Variational Inference, Convolutional Neural Networks, Gaussian Processes, Machine Learning, Audio Signal Classification and Bayesian Modeling.
- Protein-DNA Interaction
- System Identification
- Scaling Limits
- Music Information Retrieval
- Mixture Models
- Image Denoising
- Bayesian Modeling
- Machine Learning
- Convolutional Neural Networks
- Bayesian Inference
- Deep Learning
- Variational Inference
- Gaussian Processes
- Audio Signal Classification
- Clustering
- Interacting Particle Systems
- Multiple Imputation
- Parameter Estimation
- Sparse Representations
- Facilitated Diffusion
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 20 words, with their numbers
- Deep Learning73 topics
- Bayesian Inference52 topics
- Variational Inference52 topics
- Convolutional Neural Networks42 topics
- Gaussian Processes31 topic
- Machine Learning31 topic
- Audio Signal Classification21 topic
- Bayesian Modeling21 topic
- Clustering21 topic
- Image Denoising21 topic
- Interacting Particle Systems21 topic
- Mixture Models21 topic
- Multiple Imputation21 topic
- Music Information Retrieval21 topic
- Parameter Estimation21 topic
- Scaling Limits21 topic
- Sparse Representations21 topic
- System Identification21 topic
- Facilitated Diffusion11 topic
- Protein-DNA Interaction11 topic
Where does Olivier Cappé work?
Olivier Cappé's main affiliation in the publication record is Laboratoire Traitement et Communication de l’Information, France.
How many publications and citations does Olivier Cappé have?
Science Explorer counts 35 works and 560 citations for Olivier Cappé, ranking #36,732 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.