Postdoctoral Research Associate

NSF Center for Science of Information
Department of Computer Science
Purdue University
West Lafayette, IN 47907, USA

Office: Suite 220, Felix Haas Hall
Email: jithinks (at) purdue (dot) edu

Academic Background
PhD in Computer Science from INRIA, France (Dec 2016)
MS in Electrical Communication Engineering from IISc Bangalore, India (Aug 2012)

My central research interest is in solving real-world problems in data science with a network perspective. I mostly follow a multifaceted approach of problem solving: theoretical modeling, designing and analyzing low complexity algorithms, and verifying it on real-world data. My research focus on data mining algorithms for large networks with probabilistic guarantees, statistical modeling and inference on networks, and distributed techniques for analyzing big network matrices. I am also interested in application of machine learning to various inference problems on networks, and, in general, stochastic modeling of complex systems. *This paper has an alphabetical author-list and I am a primary contributer.

Peer-reviewed papers