Stéphan Clémençon
Stéphan Clémençon publishes mostly in Artificial Intelligence, Statistics and Probability and Statistical and Nonlinear Physics, on topics such as Statistical Methods and Inference, Bayesian Methods and Mixture Models and Advanced Statistical Methods and Models.
- World rank
- #819,507 of 1,633,909 ranked researchers
- Rank in France
- #50,860 of 96,116
- Works
- 108
- Citations
- 179
- Citations per work
- 1.7
What does Stéphan Clémençon research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Artificial Intelligence25% of their works
- 2Statistics and Probability16% of their works
- 3Statistical and Nonlinear Physics7% of their works
- 4Management Science and Operations Research5% of their works
- 5Statistics, Probability and Uncertainty4% of their works
- 6Epidemiology4% of their works
Research topics
- Statistical Methods and Inference
- Bayesian Methods and Mixture Models
- Advanced Statistical Methods and Models
- Complex Network Analysis Techniques
- Imbalanced Data Classification Techniques
- Financial Risk and Volatility Modeling
- Anomaly Detection Techniques and Applications
- Bayesian Modeling and Causal Inference
Which keywords describe Stéphan Clémençon's research?
The keywords of their largest research topics: High-Dimensional Data, Outlier Detection, Regularization, Variable Selection, Clustering, Community Structure, Mixture Models and Multicollinearity.
- Unsupervised
- Bayesian Networks
- Volatility
- GARCH Models
- Regression Analysis
- Multicollinearity
- Community Structure
- Variable Selection
- Outlier Detection
- High-Dimensional Data
- Regularization
- Clustering
- Mixture Models
- Network Dynamics
- Classification
- Imbalanced Data
- Anomaly Detection
- Causal Inference
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
- High-Dimensional Data122 topics
- Outlier Detection92 topics
- Regularization91 topic
- Variable Selection91 topic
- Clustering61 topic
- Community Structure61 topic
- Mixture Models61 topic
- Multicollinearity61 topic
- Network Dynamics61 topic
- Regression Analysis61 topic
- Classification41 topic
- GARCH Models41 topic
- Imbalanced Data41 topic
- Volatility41 topic
- Anomaly Detection31 topic
- Bayesian Networks31 topic
- Causal Inference31 topic
- Unsupervised31 topic
Where does Stéphan Clémençon work?
Stéphan Clémençon's main affiliation in the publication record is Laboratoire Traitement et Communication de l’Information, France.
How many publications and citations does Stéphan Clémençon have?
Science Explorer counts 108 works and 179 citations for Stéphan Clémençon, ranking #819,507 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.