Colabs that generate data for Can a Model Be Differentially Private and Fair?.
- MNIST_Generate_UMAP: Parses privacy rankings and projects MNIST digits with UMAP.
- MNIST DP - Model Grid: Trains a series of differentially private models with different levels of privacy and training data to generate the accuracy tradeoff line charts.
- MNIST DP - Rotated: Trains model with rotated digits for the Subgroup Size and Accuracy Appendix .