The team publishes research at major international conferences (e.g., NeurIPS, ICML). They collaborate on projects with multiple industrial and academic partners. Funding comes from various sources such as the Swiss National Science Foundation, InnoSuisse, Horizon 2020, and direct support from industrial partners.
Research Experience
Serves as a professor in the Data Mining and Machine Learning group in Geneva, collaborating with the VIPER group at the Computer Science Department of the University of Geneva. Many members are pursuing their PhDs under his joint supervision with Prof. Stephane Marchand-Maillet.
Education
No specific educational background information provided.
Background
Research interests include data mining and machine learning; specialized in generative modeling, continual- and meta-learning, modeling of dynamical systems, and imitation and reinforcement learning.
Miscellany
Research directions are defined based on real-world problems.