Random Matrix Theory for Deep Learning: Beyond Eigenvalues of Linear Models

Zhenyu Liao, Michael W. Mahoney

Modern Machine Learning (ML) and Deep Neural Networks (DNNs) often operate on high-dimensional data and rely on overparameterized models, where classical low-dimensional intuitions…