Bayesian tensor decomposition for signal processing and machine learning : modeling, tuning-free algorithms and applications / Lei Cheng, Zhongtao Chen, Yik-Chung Wu.
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 blind source separation; soci...
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