learning.understanding.cognition.intelligence.data science

Rahul Parhi

Credentials: Ph.D. Student, Electrical and Computer Engineering

Website: https://rahul.sh/

Research Interests: Mathematical Data Science

Research Advisor: Dr. Robert Nowak

I am a Ph.D. student in the Electrical and Computer Engineering department. Broadly speaking I’m interested in anything to do with rigorous applied mathematics, but I am particularly interested in looking at problems in data science through the lens of mathematics. In particular, I’m interested in understanding the interpolation and approximation properties of various neural network architectures using regularization theory and understanding how the resulting neural network representations are related to more classical objects from mathematics and signal processing such as splines.