Clément Marteau
Clément Marteau publishes mostly in Statistics and Probability, Mathematical Physics and Computational Mechanics, on topics such as Statistical Methods and Inference, Numerical methods in inverse problems and Sparse and Compressive Sensing Techniques.
- World rank
- #1,632,388 of 1,633,909 ranked researchers
- Rank in France
- #96,002 of 96,116
- Works
- 15
- Citations
- 9
- Citations per work
- 0.6
What does Clément Marteau research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Statistics and Probability30% of their works
- 2Mathematical Physics18% of their works
- 3Computational Mechanics11% of their works
- 4Mechanics of Materials7% of their works
- 5Finance7% of their works
- 6Artificial Intelligence7% of their works
Research topics
- Statistical Methods and Inference
- Numerical methods in inverse problems
- Sparse and Compressive Sensing Techniques
- Stochastic processes and financial applications
- Spectroscopy and Chemometric Analyses
- Bayesian Methods and Mixture Models
- Gaussian Processes and Bayesian Inference
- Blind Source Separation Techniques
Which keywords describe Clément Marteau's research?
The keywords of their largest research topics: Variable Selection, Lasso, Regularization, Inverse Problems, Regularization Methods, Sparse Representation, Compressed Sensing and Signal Recovery.
- Near-Infrared Spectroscopy
- Mixture Models
- Independent Component Analysis
- Clustering
- Variational Inference
- Option Pricing
- Signal Recovery
- Sparse Representation
- Inverse Problems
- Lasso
- Variable Selection
- Regularization
- Regularization Methods
- Compressed Sensing
- Bayesian Inference
- Stochastic Calculus
- Blind Separation
- Gaussian Processes
- Machine Learning
- Multivariate Calibration
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
- Variable Selection72 topics
- Lasso61 topic
- Regularization61 topic
- Inverse Problems51 topic
- Regularization Methods51 topic
- Sparse Representation42 topics
- Compressed Sensing31 topic
- Signal Recovery31 topic
- Bayesian Inference22 topics
- Option Pricing21 topic
- Stochastic Calculus21 topic
- Variational Inference22 topics
- Blind Separation11 topic
- Clustering11 topic
- Gaussian Processes11 topic
- Independent Component Analysis11 topic
- Machine Learning11 topic
- Mixture Models11 topic
- Multivariate Calibration11 topic
- Near-Infrared Spectroscopy11 topic
Where does Clément Marteau work?
Clément Marteau's main affiliation in the publication record is Institut Camille Jordan, France.
How many publications and citations does Clément Marteau have?
Science Explorer counts 15 works and 9 citations for Clément Marteau, ranking #1,632,388 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.