I work at the Statistical Learning and Control Group (SLC), which is hosted at the Division of Decision and Control at KTH, part of the school of Electrical Engineering and Computer Science.
Our aim is to develop Machine Learning techniques applied to statistical inference and control problems, both from a theoretical and practical perspective. One of the main focuses of the group is to lay theoretical foundations towards the design of Reinforcement Learning algorithms with provable guarantees. We apply our results to various fields, including communication systems, electronic commerce, online recommendations, and data annotation.
To be updated.