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 (matrix-valued functions of matrices). Although derivatives of a matrix-to-scalar function have already be...

Full description

Bibliographic Details
Main Authors: Xu, Jianyu, Li, Guoqi, Wen, Changyun, Wu, Kun, Deng, Lei
Other Authors: School of Electrical and Electronic Engineering
Format: Journal Article
Language:English
Published: 2018
Subjects:
Online Access:https://hdl.handle.net/10356/89062
http://hdl.handle.net/10220/46090