Datasets are made up of classes, where the number of samples per class could be highly different, a phenomenon called imbalance. This problem affects learning significantly. While most research studies how to overcome imbalance, the important problem of predicting imbalance rate has not yet been studied, and this will be the focus of the summer scholar project.
- Knowledge of using Pytorch for deep learning studies.
- Strong math abilities.