works on
diagonal linear networks 1gradient flow 1implicit bias 1infinitesimal initialization 1l1 norm minimization 1

From the 1 of 1 linked paper with an AI index.

collaborators

1 paper

cs.LG2026

Gradient Flow Dynamics and Implicit Bias of Diagonal Linear Networks under Infinitesimal Initialization

Jiajie Zhao, Jianxing Wang, Junjie Yang +2

The paper analyzes how diagonal linear networks trained with infinitesimal initialization evolve under gradient flow, showing they follow a specific algorithm that converges to a m…