@misc{nguyen2024efficient, title={Efficient Adaptive Optimization via Subset-Norm and Subspace-Momentum: Fast, Memory-Reduced Training with Convergence Guarantees}, author={Thien Hang Nguyen and Huy Le Nguyen}, year={2024}, eprint={2411.07120}, archivePrefix={arXiv}, primaryClass={cs.LG}, url={https://arxiv.org/abs/2411.07120} }