A Kernel-Based Modular Discriminant Analysis Framework for Small-Sample Learning

Lingxiao Qu, Yan Pei

The small-sample-size (SSS) problem remains a fundamental challenge in machine learning when labeled data are scarce due to cost, accessibility, or ethical constraints. While numer…