From Fixed to Random Designs: Unveiling the Hidden Factor Behind Modern Machine Learning ML Phenomena
Modern machine learning (ML) phenomena such as double descent and benign overfitting have challenged long-standing statistical intuitions, confusing many classically trained statisticians. These phenomena contradict fundamental principles taught in introductory…