@article{adamfamilymethodsfornonsmooth, title = {Adam-family Methods for Nonsmooth Optimization with Convergence Guarantees}, author = {Nachuan Xiao and Xiaoyin Hu and Xin Liu and Kim-Chuan Toh}, year = {2023}, eprint = {2305.03938}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2305.03938v2}, }