@article{acceleratedgradientmethodswithbiasedgrad, title = {Accelerated Gradient Methods with Biased Gradient Estimates: Risk Sensitivity, High-Probability Guarantees, and Large Deviation Bounds}, author = {Mert Gürbüzbalaban and Yasa Syed and Necdet Serhat Aybat}, year = {2025}, eprint = {2509.13628}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2509.13628}, }