This codebase was used to generate the deep learning experiments in Section 5.2 of @kavis2022adaptive.
BibTeX:
@inproceedings{ kavis2022adaptive, title={Adaptive Stochastic Variance Reduction for Non-convex Finite-Sum Minimization}, author={Ali Kavis and EFSTRATIOS PANTELEIMON SKOULAKIS and Kimon Antonakopoulos and Leello Tadesse Dadi and Volkan Cevher}, booktitle={Advances in Neural Information Processing Systems}, editor={Alice H. Oh and Alekh Agarwal and Danielle Belgrave and Kyunghyun Cho}, year={2022}, url={https://openreview.net/forum?id=k98U0cb0Ig} }