@article{muonlearnsbalancedsolutionsinmatrixfacto, title = {Muon learns balanced solutions in matrix factorization without slow saddle-to-saddle dynamics}, author = {Mark Rhee and Jamie Simon and Dhruva Karkada}, year = {2026}, eprint = {2606.30509}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2606.30509}, }