Exact and Approximate Conformal Inference for Multi-Output Regression

Chancellor Johnstone, Eugene Ndiaye

It is common in machine learning to estimate a response $y$ given covariate information $x$. However, these predictions alone do not quantify any uncertainty associated with said p…