The research of this group focuses on the development of machine learning algorithms, models, software and applications. From an algorithmic/modeling perspective, the group pursues research in Probabilittic Graphical Models, Case-Base Reasoning, Transfer Learning, and Deep Learning. From the software and applications perspective the group concentrates on the application areas such as Social Networks, Music, Robotics, Multiagent Systems, Bioinformatics, and Healthcare.
