kernel and distance
Advances in Nonparametric Hypothesis Testing
Ramdas, Aaditya (Carnegie Mellon University)
My research goal involves simultaneously addressing statistical and computational tradeoffs encountered in modern data analysis and high-dimensional machine learning (eg: hypothesis testing, regression, classification). My future interests include incorporating additional constraints like privacy or communication, and settings involving hidden utilities of multiple cooperative agents or competitive adversaries.