I recently graduated from my Master's program at the University of Hamburg and I am currently pursuing a Research internship with the Theory of Machine Learning (TML) group at the Max Plank Institute for Intelligent Systems, Tuebingen. I would be starting my Ph.D. program in the TML group at the University of Tuebingen from December 2018. My research interests lie broadly in the theoretical analysis of unsupervised learning problems. Currently, I am interested in studying the statistical-computational tradeoffs exhibited by kernel clustering methods and their information-theoretic limits under various distributional assumptions.
Our goal is to understand the principles of Perception, Action and Learning in autonomous systems that successfully interact with complex environments and to use this understanding to design future systems