Deep Minimax Classifiers for Imbalanced Datasets with a Small Number of Minority Samples

Hansung Choi, Daewon Seo

The concept of a minimax classifier is well-established in statistical decision theory, but its implementation via neural networks remains challenging, particularly in scenarios wi…