Bayesian Tensor Decomposition for Signal Processing and Machine Learning

Bayesian Tensor Decomposition for Signal Processing and Machine Learning:
Modeling, Tuning-free Algorithms, and Applications
English | 2023 | ISBN: 303122437X | 297 Pages | PDF EPUB (True) | 31 MB

This book presents recent advances of Bayesian inference in structured tensor decompositions. It explains how Bayesian modeling and inference lead to tuning-free tensor decomposition algorithms, which achieve state-of-the-art performances in many applications, including