Coordinator: Yann Chevaleyre
Machine Learning and Applications (A3) team tackles machine learning problems and covers a wide spectrum of issues, ranging from supervised learning and unsupervised to reinforcement learning. Its research is fed, coordinated and evaluated thanks to various applications in the field of the pattern recognition and data mining. A3 team develops fundamental research while intensifying cooperation policy with large organizations and industry. (activity report)
Research in this team focuses on three main topics:
- Algebraic and logical models of learning,
- Collaborative and transfer learning,
- Learning structures from heterogeneous data.