@article{steadystatebehaviorofconstantstepsizesto, title = {Steady-State Behavior of Constant-Stepsize Stochastic Approximation: Gaussian Approximation and Tail Bounds}, author = {Zedong Wang and Yuyang Wang and Ijay Narang and Felix Wang and Yuzhou Wang and Siva Theja Maguluri}, year = {2026}, eprint = {2602.13960}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2602.13960}, }