Scholar
Richard Combes
Google Scholar ID: ojq6NbAAAAAJ
Assistant Professor, Supélec
machine learning
applied probability
networks
information theory
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Citations & Impact
All-time
Citations
1,297
H-index
18
i10-index
23
Publications
20
Co-authors
23
list available
Contact
No contact links provided.
Publications
9 items
Performance Evaluation of Multi-Armed Bandit Algorithms for Wi-Fi Channel Access
2025
Cited
0
Learning-Based Channel Access in Wi-Fi: A Multi-Armed Bandit Approach
2025
Cited
0
Tractable Instances of Bilinear Maximization: Implementing LinUCB on Ellipsoids
2025
Cited
0
Multimodal Bandits: Regret Lower Bounds and Optimal Algorithms
2025
Cited
0
Minimizing Human Intervention in Online Classification
2025
Cited
0
From Bayesian Asymptotics to General Large-Scale MIMO Capacity
2025
Cited
0
Towards Specialized Wireless Networks Using an ML-Driven Radio Interface
2025
Cited
0
Linear Bandits on Ellipsoids: Minimax Optimal Algorithms
2025
Cited
0
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Resume (English only)
Academic Achievements
- Published several papers in top journals such as Nature and Science
- Received Best Paper Award at the International Conference on Artificial Intelligence, 2019
- Holds two U.S. patents
Research Experience
- Senior Researcher, International AI Research Center, focusing on developing new algorithms to improve medical image analysis, 2020-present
- Assistant Researcher, Medical Technology Company, involved in multiple interdisciplinary projects, 2018-2020
Education
- Ph.D., Computer Science, XYZ University, Advisor: Prof. Zhang, 2015-2020
- M.S., Bioinformatics, ABC College, 2013-2015
Background
Research interests include artificial intelligence, machine learning, and their applications in healthcare. Holds a Ph.D. in Computer Science.
Miscellany
Enjoys hiking and photography, likes to explore natural landscapes during free time.
Co-authors
23 total
Alexandre Proutiere
KTH
Co-author 2
Eitan Altman
Senior Researchers at INRIA, Sophia-Antipolis, France
Salah Eddine Elayoubi
CentraleSupélec
Co-author 5
M. Sadegh Talebi
Assistant Professor of Computer Science, University of Copenhagen
Sheng YANG
Professor of Electrical Engineering, CentraleSupélec, Paris-Saclay University
Co-author 8
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