Bayesian Tensor Decomposition for Signal Processing and Machine Learning Modeling, Tuning-Free Algorithms, and Applications /

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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मुख्य लेखकों:	Cheng, Lei (लेखक), Chen, Zhongtao (लेखक), Wu, Yik-Chung (लेखक)
निगमित लेखक:	SpringerLink (Online service)
स्वरूप:	इलेक्ट्रोनिक ई-पुस्तक
भाषा:	अंग्रेज़ी
प्रकाशित:	Cham : Springer International Publishing : Imprint: Springer, 2023.
संस्करण:	1st ed. 2023.
विषय:	Signal processing. Numerical analysis. Statistics . Digital and Analog Signal Processing. Numerical Analysis. Bayesian Inference.
ऑनलाइन पहुंच:	https://doi.org/10.1007/978-3-031-22438-6
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