Conformalization of Sparse Generalized Linear Models

Etash Kumar Guha, Eugene Ndiaye, Xiaoming Huo

Given a sequence of observable variables $\{(x_1,y_1),\dots ,(x_n,y_n)\}$, the conformal prediction method estimates a confidence set for $y_{n+1}$ given $x_{n+1}$ that is vali…