Christophe Andrieu
Christophe Andrieu publishes mostly in Statistics and Probability, Artificial Intelligence and Electrical and Electronic Engineering, on topics such as Markov Chains and Monte Carlo Methods, Bayesian Methods and Mixture Models and Statistical Methods and Inference.
- World rank
- #43,724 of 1,633,909 ranked researchers
- Rank in United Kingdom
- #4,141 of 90,785
- Works
- 56
- Citations
- 654
- Citations per work
- 11.7
What does Christophe Andrieu research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Statistics and Probability29% of their works
- 2Artificial Intelligence26% of their works
- 3Electrical and Electronic Engineering9% of their works
- 4Control and Systems Engineering9% of their works
- 5Signal Processing6% of their works
- 6Computer Networks and Communications5% of their works
Research topics
- Markov Chains and Monte Carlo Methods
- Bayesian Methods and Mixture Models
- Statistical Methods and Inference
- Target Tracking and Data Fusion in Sensor Networks
- Blind Source Separation Techniques
- Fault Detection and Control Systems
- Advanced Wireless Communication Techniques
- Gaussian Processes and Bayesian Inference
Which keywords describe Christophe Andrieu's research?
The keywords of their largest research topics: Model Selection, Bayesian Inference, Variational Inference, Bayesian Monte Carlo, Markov Chain, Clustering, Mixture Models and Machine Learning.
- Sparse Regression
- Space-Time Coding
- Particle Filters
- MIMO-OFDM
- Fault Detection
- Variable Selection
- Machine Learning
- Clustering
- Bayesian Monte Carlo
- Bayesian Inference
- Model Selection
- Variational Inference
- Markov Chain
- Mixture Models
- Regularization
- Blind Separation
- Independent Component Analysis
- Nonlinear Estimation
- Process Monitoring
- Gaussian Processes
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
- Model Selection222 topics
- Bayesian Inference213 topics
- Variational Inference172 topics
- Bayesian Monte Carlo161 topic
- Markov Chain161 topic
- Clustering141 topic
- Mixture Models141 topic
- Machine Learning72 topics
- Regularization61 topic
- Variable Selection61 topic
- Blind Separation41 topic
- Fault Detection41 topic
- Independent Component Analysis41 topic
- MIMO-OFDM41 topic
- Nonlinear Estimation41 topic
- Particle Filters41 topic
- Process Monitoring41 topic
- Space-Time Coding41 topic
- Gaussian Processes31 topic
- Sparse Regression31 topic
Where does Christophe Andrieu work?
Christophe Andrieu's main affiliation in the publication record is University of Bristol, United Kingdom.
How many publications and citations does Christophe Andrieu have?
Science Explorer counts 56 works and 654 citations for Christophe Andrieu, ranking #43,724 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.