arxivcs.LGcond-mat.stat-mech2026-06-30
Explaining Machine Learning and Memorization with Statistical Mechanics
Artificial neural networks (NNs) and machine learning (ML) algorithms are poorly understood from a theoretical perspective, which makes it difficult to fully realize their potential and overcome their weaknesses. For instance, ML algorithms train NN weights by moving them along a…