Nonlinear Dimensionality Reduction Based on HSIC Maximization

Ma, ZM; Zhan, ZR; Ouyang, XY; Su, X

Ma, ZM (reprint author), Sun Yat Sen Univ, Nanfang Coll, Guangzhou 510275, Guangdong, Peoples R China.; Ma, ZM (reprint author), Sun Yat Sen Univ, Sch Elect & Informat Technol, Guangzhou 510275, Guangdong, Peoples R China.

IEEE ACCESS, 2018; 6 (): 55537

Abstract

Hilbert-Schmidt independence criterion (HSIC) is typically used to measure the statistical dependence between two sets of data. HSIC first transforms ......

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