The Paradigm Shift in Statistical Learning: A Comprehensive Analysis of Double Descent and Benign Overfitting

1. Introduction: The Crisis in Classical Statistical Learning Theory For the latter half of the 20th century, the theoretical understanding of machine learning and statistical estimation was dominated by the Read More …