From Spectral to Frobenius: When Muon Loses Its Spectral Implicit Bias

Yongtao Wu, Mahdi Mansouri, Zhenyu Zhu

Prior work on implicit bias shows that gradient descent selects the Frobenius max-margin direction on linearly separable problems, whereas Fan et al. (2025) established spectral ma…