On the role of nonparametric statistics in the age of AI

Oregon Convention Center 

In this talk we will reflect on the role of nonparametric statistics in the age of AI. With examples from uncertainty quantification for machine learning, fairness, robustness, and other areas (chosen partly from the speaker's work), we will illustrate how fundamental ideas from non-parametric statistics remain relevant and important to AI.