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...

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