Kernel Singular Value Decomposition with Extension to Multiple Data Sources

Xinjie Zeng, Qinghua Tao, Johan Suykens

Kernel Singular Value Decomposition (KSVD) learns a pair of singular vectors w.r.t. an asymmetric kernel matrix, which can be induced by two data sources, e.g., the queries and key…