Tensor principal component analysis

• Main Authors: ZHOU, Pan, LU, Canyi, LIN, Zhouchen
• 格式: text
• 語言: English
• 出版: Institutional Knowledge at Singapore Management University 2022
• 主題: Databases and Information Systems
• 在線閱讀: https://ink.library.smu.edu.sg/sis_research/9050
• 機構: Singapore Management University

Tensor principal component analysis (PCA) has attracted increasing attention recently because of its effectiveness in multiway or tensor data analysis. This chapter introduces tensor PCA [1], [2] and its variants, including robust tensor PCA (R-TPCA) [2], tensor low-rank representation (TLRR) [3], a...