Jeremy Nixon

Structure Learning via Mutual Information

2024 · arXiv (Cornell University)

This paper presents a novel approach to machine learning algorithm design based on information theory, specifically mutual information (MI). We propose a framework for learning and representing functional relationships in data using MI-based features. Our …