Guaranteed prediction sets for functional surrogate models

Ander Gray, Vignesh Gopakumar, Sylvain Rousseau +1

We propose a method for obtaining statistically guaranteed prediction sets for functional machine learning methods: surrogate models which map between function spaces, motivated by…