arXiv stat.ML
· Papers
Exact Dynamics of Multi-class Stochastic Gradient Descent
arXiv:2510.14074v2 Announce Type: replace Abstract: We develop a framework for analyzing the learning dynamics of high-dimensional problems trained using one-pass stochastic gradient descent (SGD) with data from multiple anisotropic classes. Our main theorem provides exact expressions for quantities of interest, includ