Split Conformal Prediction under Data Contamination

Jase Clarkson, Wenkai Xu, Mihai Cucuringu +2

Conformal prediction is a non-parametric technique for constructing prediction intervals or sets from arbitrary predictive models under the assumption that the data is exchangeable…