Supplementary material for paper Distributionally Robust Multiclass Classification and Applications in Deep Image Classifiers

Chen, Ruidi, Boran Hao, and Ioannis Ch Paschalidis. "Distributionally Robust Multiclass Classification and Applications in Deep Image Classifiers." ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). IEEE, 2023.

Code here is for MNIST dataset under WGN, which can be replaced by different settings.

Key software versions

Python:

python==3.8.5, torch==1.11.0, transformers==4.5.1, einops==0.4.1

MATLAB:

MATLAB version R2022a, CVX v2.2, SDPT3 v4.0