Prediction-Augmented Trees for Reliable Statistical Inference

Vikram Kher, Argyris Oikonomou, Manolis Zampetakis

The remarkable success of machine learning (ML) in predictive tasks has led scientists to incorporate ML predictions as a core component of the scientific discovery pipeline. This…