Yuwen Gu

QuanDA: Quantile-Based Discriminant Analysis for High-Dimensional Imbalanced Classification

Binary classification with imbalanced classes is a common and fundamental task, where standard machine learning methods often struggle to provide reliable predictive performance. Although numerous approaches have been proposed to address this issue, classification in low-sample-size and high-dimensi…