@article{naganuma2026adaptive, title={Adaptive Batch Sizes Using Non-Euclidean Gradient Noise Scales for Stochastic Sign and Spectral Descent}, author={Naganuma, Hiroki and Gupta, Shagun and Briki, Youssef and Mitliagkas, Ioannis and Rish, Irina and Raman, Parameswaran and Shi, Hao-Jun Michael}, journal={arXiv preprint arXiv:2602.03001}, year={2026} }