Erwan Scornet
Erwan Scornet publishes mostly in Artificial Intelligence, Statistics and Probability and Molecular Biology, on topics such as Machine Learning and Data Classification, Statistical Methods and Inference and Neural Networks and Applications.
- World rank
- #204,110 of 1,633,909 ranked researchers
- Rank in France
- #10,785 of 96,116
- Works
- 26
- Citations
- 199
- Citations per work
- 7.7
What does Erwan Scornet research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Artificial Intelligence52% of their works
- 2Statistics and Probability18% of their works
- 3Molecular Biology6% of their works
- 4General Health Professions6% of their works
- 5Computer Vision and Pattern Recognition3% of their works
- 6Statistical and Nonlinear Physics3% of their works
Research topics
- Machine Learning and Data Classification
- Statistical Methods and Inference
- Neural Networks and Applications
- Adversarial Robustness in Machine Learning
- Explainable Artificial Intelligence (XAI)
- Gene expression and cancer classification
- Molecular Biology Techniques and Applications
- Anomaly Detection Techniques and Applications
Which keywords describe Erwan Scornet's research?
The keywords of their largest research topics: Deep Learning, Deep Neural Networks, Neural Networks, High-Dimensional Data, Hyperparameter Optimization, Machine Learning, Noisy Labels and Regularization.
- Real-Time PCR
- Microarray
- Anomaly Detection
- Data Analysis
- Robustness
- Interpretable Models
- Adversarial Examples
- Regularization
- Machine Learning
- High-Dimensional Data
- Deep Neural Networks
- Deep Learning
- Neural Networks
- Hyperparameter Optimization
- Noisy Labels
- Variable Selection
- Backpropagation Learning
- Machine Learning Interpretability
- Self-Organizing Maps
- Gene Expression
- Differential Expression
- Quantitative
- Unsupervised
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 23 words, with their numbers
- Deep Learning73 topics
- Deep Neural Networks72 topics
- Neural Networks73 topics
- High-Dimensional Data52 topics
- Hyperparameter Optimization41 topic
- Machine Learning42 topics
- Noisy Labels41 topic
- Regularization41 topic
- Variable Selection41 topic
- Adversarial Examples31 topic
- Backpropagation Learning31 topic
- Interpretable Models31 topic
- Machine Learning Interpretability31 topic
- Robustness31 topic
- Self-Organizing Maps31 topic
- Data Analysis22 topics
- Gene Expression22 topics
- Anomaly Detection11 topic
- Differential Expression11 topic
- Microarray11 topic
- Quantitative11 topic
- Real-Time PCR11 topic
- Unsupervised11 topic
Where does Erwan Scornet work?
Erwan Scornet's main affiliation in the publication record is École Polytechnique, France.
How many publications and citations does Erwan Scornet have?
Science Explorer counts 26 works and 199 citations for Erwan Scornet, ranking #204,110 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.