Publications
Low-Pass Filtering SGD for Recovering Flat Optima in the Deep Learning Optimization Landscape
Devansh Bisla, Jing Wang, Anna Choromanska
AISTATS, 2022
Paper
Github
Blogpost
A Theoretical-Empirical Approach to Estimating Sample Complexity of DNNs
Devansh Bisla, Apoorva Nandini, Anna Choromanska
CVPR - TCV, 2021
Paper
Towards Automated Melanoma Detection with Deep Learning Data Purification and Augmentation.
Devansh Bisla, Anna Choromanska, Jennifer A. Stein, David Polsky, Russell Berman
CVPR - ISIC, 2019
Paper
Github