Category: Education

High-Dimensional Statistics: Johnson–Lindenstrauss Lemma and Why Distance Preservation Matters

Introduction: The High-Dimensional Problem in Modern Data In real-world machine learning, we often work with data that has hundreds, thousands, or even millions of features....