His research lies in the design and analysis of algorithms for sequential decision making under uncertainty, using tools from information theory, statistical learning theory, probability theory, detection andestimation theory, and Markov decision processes, to name a few. More recently, he has been applying the above tools to several interesting paradigms of machine learning such as federated learning and transfer learning.
Personal Information
Dr Karthik P. N.
Male
Department of Artificial Intelligence Indian Institute of Technology HyderabadSangareddy, Telangana, India - 502285