Lawson 2149 #28
Department of Computer Science
I am a PhD student in Department of Computer Science at Purdue University. I am advised by Prof. Jean Honorio. Before coming to Purdue, I completed my B.Tech and M.Tech (Dual Degree) from Indian Institute of Technology, Madras.
I am interested in theoretical and computational aspect of Optimization, Machine Learning, Information Theory and High Dimensional Data Analytics.
Recently, I have been working in developing provable efficient techniques to recover graph structures from data. I work with both directed and undirected graphical models in high dimensional settings (in terms of number of nodes). My focus is to provide sufficient and necessary theoretical bounds on sample complexity and computational complexity for structure learning in graphs.