@inproceedings{NEURIPS2022_32ac7101, author = {Malladi, Sadhika and Lyu, Kaifeng and Panigrahi, Abhishek and Arora, Sanjeev}, booktitle = {Advances in Neural Information Processing Systems}, editor = {S. Koyejo and S. Mohamed and A. Agarwal and D. Belgrave and K. Cho and A. Oh}, pages = {7697--7711}, publisher = {Curran Associates, Inc.}, title = {On the SDEs and Scaling Rules for Adaptive Gradient Algorithms}, url = {https://proceedings.neurips.cc/paper_files/paper/2022/file/32ac710102f0620d0f28d5d05a44fe08-Paper-Conference.pdf}, volume = {35}, year = {2022} }