Implicit Bias of Mirror Flow for Shallow Neural Networks in Univariate Regression

Shuang Liang, Guido Montúfar

We examine the implicit bias of mirror flow in univariate least squares error regression with wide and shallow neural networks. For a broad class of potential functions, we show th…