Gérard Biau
Gérard Biau publishes mostly in Artificial Intelligence, Statistics and Probability and Computer Vision and Pattern Recognition, on topics such as Machine Learning and Data Classification, Adversarial Robustness in Machine Learning and Explainable Artificial Intelligence (XAI).
- World rank
- #332,968 of 1,633,909 ranked researchers
- Rank in France
- #18,861 of 96,116
- Works
- 25
- Citations
- 146
- Citations per work
- 5.8
What does Gérard Biau research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Artificial Intelligence55% of their works
- 2Statistics and Probability9% of their works
- 3Computer Vision and Pattern Recognition6% of their works
- 4General Health Professions6% of their works
- 5Molecular Biology6% of their works
- 6Statistical and Nonlinear Physics6% of their works
Research topics
Which keywords describe Gérard Biau's research?
The keywords of their largest research topics: Deep Neural Networks, Deep Learning, Neural Networks, Hyperparameter Optimization, Machine Learning, Noisy Labels, Adversarial Examples and Interpretable Models.
- Protein Aggregation
- Federated Learning
- DNA Computing
- Self-Organizing Maps
- Long-Range Interactions
- Robustness
- Interpretable Models
- Noisy Labels
- Hyperparameter Optimization
- Deep Learning
- Deep Neural Networks
- Neural Networks
- Machine Learning
- Adversarial Examples
- Machine Learning Interpretability
- Backpropagation Learning
- Nonextensive Statistical Mechanics
- Biopharmaceuticals
- Differential Privacy
- Molecular Computation
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
- Deep Neural Networks72 topics
- Deep Learning52 topics
- Neural Networks52 topics
- Hyperparameter Optimization41 topic
- Machine Learning42 topics
- Noisy Labels41 topic
- Adversarial Examples31 topic
- Interpretable Models31 topic
- Machine Learning Interpretability31 topic
- Robustness31 topic
- Backpropagation Learning21 topic
- Long-Range Interactions21 topic
- Nonextensive Statistical Mechanics21 topic
- Self-Organizing Maps21 topic
- Biopharmaceuticals11 topic
- DNA Computing11 topic
- Differential Privacy11 topic
- Federated Learning11 topic
- Molecular Computation11 topic
- Protein Aggregation11 topic
Where does Gérard Biau work?
Gérard Biau's main affiliation in the publication record is Laboratoire de Probabilités, Statistique et Modélisation, France.
How many publications and citations does Gérard Biau have?
Science Explorer counts 25 works and 146 citations for Gérard Biau, ranking #332,968 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.
Other researchers named Gérard Biau
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