Tensor Computation for Data Analysis

By Jiani Liu, Zhen Long, Yipeng Liu

Book Overview

1- Tensor Computation

2-Tensor Decomposition

3-Tensor Dictionary Learning

4-Low Rank Tensor Recovery

5-Coupled Tensor for Data Analysis

6-Robust Principal Tensor Component Analysis

7-Tensor Regression

8-Statistical Tensor Classification

9-Tensor Subspace Cluster

10-Tensor Decomposition in Deep Networks

11-Deep Networks for Tensor Approximation

12-Tensor-based Gaussian Graphical Model

13-Tensor Sketch

• Format: Hardcover
• Language: English
• ISBN: 3030743853
• ISBN13: 9783030743857
• Release Date: September 2021
• Publisher: Springer
• Length: 338 Pages
• Weight: 1.50 lbs.
• Dimensions: 0.8" x 6.1" x 9.2"