Trace Ratio Optimization for High-Dimensional Multi-Class Discrimination

Jeongyoun Ahn, Hee Cheol Chung, Yongho Jeon

Abstract: In multi-class discrimination with high-dimensional data, identifying a lower-dimensional subspace with maximum class separation is crucial. We propose a new optimization criterion for finding such...