Team LeaderYoshinobu Kawahara
Research ScientistKeisuke Fujii
When making predictions based on intelligent information processing such as machine learning, we usually have prior information about structures among variables in data. In our team, we study theories and algorithms for learning with such structural information. Moreover, we conduct applied researches by applying developed algorithms to a variety of scientific and engineering data.
Development of optimization algorithms for efficient learning
Learning for analysis of spatiotemporal dynamics
Application of developed methods to scientific and engineering data