I am currently working at the Department of Computer Science and Engineering, IIT Kanpur as an assistant professor. I am a Dr. Deep Singh and Daljeet Kaur Faculty Fellow at the department.
I work in the areas of optimization, including online and stochastic optimization techniques, and non convex optimization, statistical learning theory, high dimensional statistics, as well as applications to machine learning problems such as kernel methods and extreme multi-label learning.
My Resume [pdf].
I was previously working at Microsoft Research India as a Post-doctoral Researcher working with the Machine Learning, Natural Language Systems and Applications (MLN) Group.
I was a Ph.D. student at the Department of Computer Science and Engineering, IIT Kanpur working under the joint supervision of Prof. Harish C. Karnick and Prof. Manindra Agrawal. During this period I also worked closely with Dr. Prateek Jain (Microsoft Research India) and Prof. Bharath Sriperumbudur (Pennsylvania State University).
My Erdös number is 4