Gaël Varoquaux
Gaël Varoquaux publishes mostly in Artificial Intelligence, Cognitive Neuroscience and Computer Vision and Pattern Recognition, on topics such as Functional Brain Connectivity Studies, Neural dynamics and brain function and Adversarial Robustness in Machine Learning.
- World rank
- #1,504 of 1,633,909 ranked researchers
- Rank in France
- #108 of 96,116
- Works
- 109
- Citations
- 2k
- Citations per work
- 18.7
What does Gaël Varoquaux 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
- 2Cognitive Neuroscience16% of their works
- 3Computer Vision and Pattern Recognition8% of their works
- 4Statistics and Probability6% of their works
- 5Radiology, Nuclear Medicine and Imaging5% of their works
- 6Information Systems4% of their works
Research topics
Which keywords describe Gaël Varoquaux's research?
The keywords of their largest research topics: Functional Connectivity, Resting-State fMRI, Neural Networks, Adversarial Examples, Cortical Networks, Deep Learning, Neuronal Oscillations and Compressed Sensing.
- Statistical Machine Translation
- Machine Translation
- Sparse Representation
- Reproducibility
- Compressed Sensing
- Deep Learning
- Adversarial Examples
- Resting-State fMRI
- Functional Connectivity
- Neural Networks
- Cortical Networks
- Neuronal Oscillations
- Regularization
- Scientific Workflows
- Variable Selection
- Neural Machine Translation
- Word Representation
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 17 words, with their numbers
- Functional Connectivity121 topic
- Resting-State fMRI121 topic
- Neural Networks82 topics
- Adversarial Examples51 topic
- Cortical Networks51 topic
- Deep Learning51 topic
- Neuronal Oscillations51 topic
- Compressed Sensing41 topic
- Regularization41 topic
- Reproducibility41 topic
- Scientific Workflows41 topic
- Sparse Representation41 topic
- Variable Selection41 topic
- Machine Translation31 topic
- Neural Machine Translation31 topic
- Statistical Machine Translation31 topic
- Word Representation31 topic
Where does Gaël Varoquaux work?
Gaël Varoquaux's main affiliation in the publication record is Commissariat à l'Énergie Atomique et aux Énergies Alternatives, France.
How many publications and citations does Gaël Varoquaux have?
Science Explorer counts 109 works and 2,039 citations for Gaël Varoquaux, ranking #1,504 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.