2022
A Generalized Kernel Risk Sensitive Loss for Robust Two-Dimensional Singular Value Decomposition
ICASSP 2022accepted
Two-dimensional singular value decomposition (2DSVD) is an important dimensionality reduction algorithm which has inherent advantage in preserving the structure of 2D images. However, 2DSVD algorithm is based on the squared error loss, which may exaggerate the projection errors with the presence of…