Author

Yushun Zhang

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Preprint Aug 2026

On the Principles Behind Neural Network Optimizers

This thesis develops a principled grounding for Adam and motivates new designs, and reveals new local structures in matrix-based nonconvex problems, and helps understand and improve recent NN optimizers, such as Muon.

Yu-Shun Zhang · 0 citations