Author

Chuan He

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#machine learning Sep 2025

Low-rank Orthogonalization for Large-scale Matrix Optimization with Applications to Foundation Model Training

Low-rank orthogonalization is proposed, which performs orthogonalization by leveraging the low-rank nature of gradients during NN training by leveraging the low-rank nature of gradients during NN training.

Chuan He, Zhanwang Deng, Zhaosong Lu · arXiv.org · 20 citations · ⚡2