A Guide Through the Zoo of Biased SGD
We provide a unified theoretical framework for analyzing SGD with biased gradient estimators, establishing connections between existing assumptions and introducing new weaker conditions. Presented as a Poster at NeurIPS 2023.
May 25, 2023