Appendix Outline

In Appendix A.8, we examine the relationship between the training and test distributions In Appendix A.9, we present additional and extended experimental results that compare the In Appendix A.10, we provide additional experimental results that illustrate how the training In Appendix A.11, we include decision boundary visualizations for imbalanced training. In Appendix C, we discuss the limitations of our study. Lastly, in Appendix D, we discuss the broader impact of our work. This normalization allows us to examine the relative effect of batch size. Figure 7: Optimal augmentations depend on the imbalance ratio.