@article{zhang2019adam, title={Adaptive Gradient Methods Converge Under Heavy-tailed Noise}, author={Zhang, Jingzhao and Karimireddy, Sai Praneeth and Veit, Andreas and Kim, Seungyeon and Reddi, Sashank J and Kumar, Sanjiv and Sra, Suvrit}, journal={Advances in Neural Information Processing Systems (NeurIPS)}, year={2020} }