Lingxiao Qu

Exact Spectral Degeneracies in Kernel Discriminant Operators Under Small-Sample Designs

For a family of kernelized discriminant operators built from class-membership structure alone, this note proves two closed-form spectral theorems. Under an exactly balanced sampling design, the operator relevant to several fused objectives collapses to an exact scalar multiple of...