Sébastien Gerchinovitz
Sébastien Gerchinovitz publishes mostly in Artificial Intelligence, Management Science and Operations Research and Computer Vision and Pattern Recognition, on topics such as Advanced Bandit Algorithms Research, Adversarial Robustness in Machine Learning and Neural Networks and Applications.
- World rank
- #1,621,751 of 1,633,909 ranked researchers
- Rank in France
- #95,394 of 96,116
- Works
- 18
- Citations
- 10
- Citations per work
- 0.6
What does Sébastien Gerchinovitz research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Artificial Intelligence42% of their works
- 2Management Science and Operations Research13% of their works
- 3Computer Vision and Pattern Recognition10% of their works
- 4Statistical and Nonlinear Physics6% of their works
- 5Computer Networks and Communications6% of their works
- 6Aerospace Engineering6% of their works
Research topics
Which keywords describe Sébastien Gerchinovitz's research?
The keywords of their largest research topics: Deep Learning, Neural Networks, Convex Optimization, Machine Learning, Bandit Optimization, Bayesian Optimization, Adversarial Examples and Robustness.
- Stochastic Gradient Descent
- Robotics
- Random Projections
- Online Algorithms
- Mobile Robots
- Convolutional Neural Networks
- Robustness
- Bayesian Optimization
- Machine Learning
- Neural Networks
- Deep Learning
- Convex Optimization
- Bandit Optimization
- Adversarial Examples
- Backpropagation Learning
- Image Recognition
- Model Reduction
- Partial Differential Equations
- Reinforcement Learning
- Self-Organizing Maps
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 Learning136 topics
- Neural Networks94 topics
- Convex Optimization62 topics
- Machine Learning52 topics
- Bandit Optimization41 topic
- Bayesian Optimization41 topic
- Adversarial Examples31 topic
- Robustness31 topic
- Backpropagation Learning21 topic
- Convolutional Neural Networks21 topic
- Image Recognition21 topic
- Mobile Robots21 topic
- Model Reduction21 topic
- Online Algorithms21 topic
- Partial Differential Equations21 topic
- Random Projections21 topic
- Reinforcement Learning21 topic
- Robotics21 topic
- Self-Organizing Maps21 topic
- Stochastic Gradient Descent21 topic
Where does Sébastien Gerchinovitz work?
Sébastien Gerchinovitz's main affiliation in the publication record is Institut de Mathématiques de Toulouse, France.
How many publications and citations does Sébastien Gerchinovitz have?
Science Explorer counts 18 works and 10 citations for Sébastien Gerchinovitz, ranking #1,621,751 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.