Grégoire Montavon
Grégoire Montavon publishes mostly in Artificial Intelligence, Computer Vision and Pattern Recognition and Materials Chemistry, on topics such as Explainable Artificial Intelligence (XAI), Machine Learning and Data Classification and Adversarial Robustness in Machine Learning.
- World rank
- #53,921 of 1,633,909 ranked researchers
- Rank in Germany
- #3,733 of 86,443
- Works
- 35
- Citations
- 545
- Citations per work
- 15.6
What does Grégoire Montavon research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Artificial Intelligence65% of their works
- 2Computer Vision and Pattern Recognition17% of their works
- 3Materials Chemistry6% of their works
- 4Molecular Biology6% of their works
- 5Computational Theory and Mathematics2% of their works
- 6Signal Processing2% of their works
Research topics
Which keywords describe Grégoire Montavon's research?
The keywords of their largest research topics: Deep Neural Networks, Interpretable Models, Machine Learning Interpretability, Deep Learning, Neural Networks, Machine Learning, Hyperparameter Optimization and Noisy Labels.
- Word Representation
- Machine Translation
- Electronic Health Records
- Self-Organizing Maps
- High-Throughput
- Robustness
- Noisy Labels
- Machine Learning
- Deep Learning
- Interpretable Models
- Deep Neural Networks
- Machine Learning Interpretability
- Neural Networks
- Hyperparameter Optimization
- Adversarial Examples
- Backpropagation Learning
- Materials Informatics
- Anomaly Detection
- Healthcare
- 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 20 words, with their numbers
- Deep Neural Networks192 topics
- Interpretable Models131 topic
- Machine Learning Interpretability131 topic
- Deep Learning114 topics
- Neural Networks114 topics
- Machine Learning72 topics
- Hyperparameter Optimization61 topic
- Noisy Labels61 topic
- Adversarial Examples41 topic
- Robustness41 topic
- Backpropagation Learning31 topic
- High-Throughput31 topic
- Materials Informatics31 topic
- Self-Organizing Maps31 topic
- Anomaly Detection21 topic
- Electronic Health Records21 topic
- Healthcare21 topic
- Machine Translation21 topic
- Unsupervised21 topic
- Word Representation21 topic
Where does Grégoire Montavon work?
Grégoire Montavon's main affiliation in the publication record is Technische Universität Berlin, Germany.
How many publications and citations does Grégoire Montavon have?
Science Explorer counts 35 works and 545 citations for Grégoire Montavon, ranking #53,921 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.