Approximate full conformal prediction in an RKHS

Davidson Lova Razafindrakoto, Alain Celisse, Jérôme Lacaille

Full conformal prediction is a framework that implicitly formulates distribution-free confidence prediction regions for a wide range of estimators. However, a classical limitation…