Scalable and adaptive prediction bands with kernel sum-of-squares

Louis Allain, Sébastien da Veiga, Brian Staber

Conformal Prediction (CP) is a popular framework for constructing prediction bands with valid coverage in finite samples, while being free of any distributional assumption. A well-…