Sébastien Bubeck
Sébastien Bubeck publishes mostly in Artificial Intelligence, Management Science and Operations Research and Computer Networks and Communications, on topics such as Advanced Bandit Algorithms Research, Optimization and Search Problems and Reinforcement Learning in Robotics.
- World rank
- #41,210 of 1,633,909 ranked researchers
- Rank in United States
- #19,081 of 358,040
- Works
- 51
- Citations
- 715
- Citations per work
- 14.0
What does Sébastien Bubeck research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Artificial Intelligence32% of their works
- 2Management Science and Operations Research25% of their works
- 3Computer Networks and Communications16% of their works
- 4Computational Theory and Mathematics12% of their works
- 5Computational Mechanics3% of their works
- 6Statistics and Probability3% of their works
Research topics
Which keywords describe Sébastien Bubeck's research?
The keywords of their largest research topics: Convex Optimization, Deep Learning, Bandit Optimization, Bayesian Optimization, Mobile Robots, Online Algorithms, Neural Networks and Approximation Algorithms.
- Stochastic Gradient Descent
- Mixture Models
- Mechanism Design
- Complexity Theory
- Machine Learning
- Robotics
- Approximation Algorithms
- Online Algorithms
- Bayesian Optimization
- Deep Learning
- Convex Optimization
- Bandit Optimization
- Mobile Robots
- Neural Networks
- Reinforcement Learning
- Active Learning
- Combinatorial Optimization
- Auction Theory
- Clustering
- Random Projections
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
- Convex Optimization162 topics
- Deep Learning153 topics
- Bandit Optimization141 topic
- Bayesian Optimization141 topic
- Mobile Robots111 topic
- Online Algorithms111 topic
- Neural Networks92 topics
- Approximation Algorithms72 topics
- Reinforcement Learning71 topic
- Robotics71 topic
- Active Learning61 topic
- Machine Learning61 topic
- Combinatorial Optimization51 topic
- Complexity Theory51 topic
- Auction Theory31 topic
- Mechanism Design31 topic
- Clustering21 topic
- Mixture Models21 topic
- Random Projections21 topic
- Stochastic Gradient Descent21 topic
Where does Sébastien Bubeck work?
Sébastien Bubeck's main affiliation in the publication record is Microsoft (United States), United States.
How many publications and citations does Sébastien Bubeck have?
Science Explorer counts 51 works and 715 citations for Sébastien Bubeck, ranking #41,210 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.