/Taming-Heavy-Tailed-Features-by-Shrinkage

Numerical Study on MNIST Dataset in Pytorch

Primary LanguagePython

Taming-heavy-tailed-features-by-shrinkage

The main body of numerical study is included in the CNN_vs_shrinkage_CNN.py. The results indicate that the shrinkage CNN outperforms the CNN under the scenario with mislables and image noise.