Subsampled Ensemble Can Improve Generalization Tail Exponentially

Huajie Qian, Donghao Ying, Henry Lam +1

Ensemble learning is a popular technique to improve the accuracy of machine learning models. It traditionally hinges on the rationale that aggregating multiple weak models can lead…