Towards a Unified Framework of Matrix Derivatives

The need of processing and analyzing massive statistics simultaneously requires the derivatives of matrix-to-scalar functions (scalar-valued functions of matrices) or matrix-to-matrix functions (matrixvalued functions of matrices). Although derivatives of a matrix-to-scalar function have already bee...

Full description

Bibliographic Details
Main Authors: Jianyu Xu, Guoqi Li, Changyun Wen, Kun Wu, Lei Deng
Format: Article
Language:English
Published: IEEE 2018-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/8453264/