Tensor Dimensionality Reduction and Applications PDF book is popular book written by Ruhui Jin. The book was released by on 2022 with total hardcover pages 0. Fast download link is given in this page, you could read Tensor Dimensionality Reduction and Applications by Ruhui Jin in PDF, epub and kindle directly from your devices.
Dimensionality reduction is a fundamental idea in data science and machine learning. Tensor is ubiquitous in modern data science due to its representation power
This monograph builds on Tensor Networks for Dimensionality Reduction and Large-scale Optimization: Part 1 Low-Rank Tensor Decompositions by discussing tensor n
Modern applications in engineering and data science are increasingly based on multidimensional data of exceedingly high volume, variety, and structural richness
This monograph provides a systematic and example-rich guide to the basic properties and applications of tensor network methodologies, and demonstrates their pro
Due to advances in sensor, storage, and networking technologies, data is being generated on a daily basis at an ever-increasing pace in a wide range of applicat
