A cautionary tale on fitting decision trees to data from additive models: generalization lower bounds

Yan Shuo Tan, Abhineet Agarwal, Bin Yu 0001. A cautionary tale on fitting decision trees to data from additive models: generalization lower bounds. In Gustau Camps-Valls, Francisco J. R. Ruiz, Isabel Valera, editors, International Conference on Artificial Intelligence and Statistics, AISTATS 2022, 28-30 March 2022, Virtual Event. Volume 151 of Proceedings of Machine Learning Research, pages 9663-9685, PMLR, 2022. [doi]

Abstract

Abstract is missing.