Spectral Methods for Data Science: A Statistical Perspective

by Jianqing Fan, Yuejie Chi, Yuxin Chen

In contemporary science and engineering applications, the volume of available data is growing at an enormous rate. Spectral methods have emerged as a simple yet surprisingly effective approach for extracting information from massive, noisy and incomplete data. A diverse array of applications have been found in machine learning, imaging science, financial and econometric modeling, and signal processing.

This monograph presents a systematic,...

• Format: Paperback
• Language: English
• ISBN: 1680838962
• ISBN13: 9781680838961
• Release Date: October 2021
• Publisher: Now Publishers
• Length: 256 Pages
• Weight: 0.80 lbs.
• Dimensions: 0.5" x 6.1" x 9.2"