Team leaderEmtiyaz Khan
Research scientistPierrealain Alquier
Postdoctoral researcherThomas Moellenhoff
Postdoctoral researcherGianmaria Marconi
Technical staff IPeter Nickl
Technical staff IDharmesh Tailor
Humans, animals, and other living beings have a natural ability to autonomously learn throughout their lives and quickly adapt to their surroundings, but AI lack such abilities. Our goal is to bridge such gaps between the learning of living-beings and AI. We are machine learning researchers with an expertise in areas such as approximate inference, Bayesian statistics, continuous optimization, information geometry etc. We work on a variety of learning problems, especially those involving supervised, continual, active, federated, online, and reinforcement learning. Currently, we are developing algorithms which enable computers to autonomously learn to perceive, act, and reason throughout their lives.
- ALQUIER Pierre, Research Scientist