Entropic Regularization in the Deep Linear Network

Alan Chen, Tejas Kotwal, Govind Menon

We study regularization for the deep linear network (DLN) using the entropy formula introduced in arXiv:2509.09088. The equilibria and gradient flow of the free energy on the Riema…