Alexandre B. Tsybakov
Alexandre B. Tsybakov publishes mostly in Statistics and Probability, Artificial Intelligence and Computational Mechanics, on topics such as Statistical Methods and Inference, Sparse and Compressive Sensing Techniques and Advanced Statistical Methods and Models.
- World rank
- #462,192 of 1,633,909 ranked researchers
- Rank in France
- #27,604 of 96,116
- Works
- 41
- Citations
- 183
- Citations per work
- 4.5
What does Alexandre B. Tsybakov research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Statistics and Probability45% of their works
- 2Artificial Intelligence16% of their works
- 3Computational Mechanics16% of their works
- 4Management Science and Operations Research4% of their works
- 5Signal Processing4% of their works
- 6Control and Systems Engineering4% of their works
Research topics
- Statistical Methods and Inference
- Sparse and Compressive Sensing Techniques
- Advanced Statistical Methods and Models
- Advanced Clustering Algorithms Research
- Gaussian Processes and Bayesian Inference
- Blind Source Separation Techniques
- Statistical Methods and Bayesian Inference
- Bayesian Methods and Mixture Models
Which keywords describe Alexandre B. Tsybakov's research?
The keywords of their largest research topics: High-Dimensional Data, Regularization, Variable Selection, Sparse Representation, Compressed Sensing, Signal Recovery, Multicollinearity and Regression Analysis.
- Mixture Models
- Multiple Imputation
- K-means
- Gaussian Processes
- Blind Separation
- Variational Inference
- Regression Analysis
- Signal Recovery
- Sparse Representation
- Regularization
- High-Dimensional Data
- Variable Selection
- Compressed Sensing
- Multicollinearity
- Bayesian Inference
- Bayesian Modeling
- Clustering Algorithms
- Independent Component Analysis
- Machine Learning
- Clustering
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
- High-Dimensional Data172 topics
- Regularization151 topic
- Variable Selection151 topic
- Sparse Representation102 topics
- Compressed Sensing81 topic
- Signal Recovery81 topic
- Multicollinearity41 topic
- Regression Analysis41 topic
- Bayesian Inference32 topics
- Variational Inference32 topics
- Bayesian Modeling21 topic
- Blind Separation21 topic
- Clustering Algorithms21 topic
- Gaussian Processes21 topic
- Independent Component Analysis21 topic
- K-means21 topic
- Machine Learning21 topic
- Multiple Imputation21 topic
- Clustering11 topic
- Mixture Models11 topic
Where does Alexandre B. Tsybakov work?
Alexandre B. Tsybakov's main affiliation in the publication record is Centre de Recherche en Économie et Statistique, France.
How many publications and citations does Alexandre B. Tsybakov have?
Science Explorer counts 41 works and 183 citations for Alexandre B. Tsybakov, ranking #462,192 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.
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