Ihre Suche nach "Tensor decompositions" ergab 4 Treffer

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Lei Cheng: Bayesian Tensor Decomposition for Signal Processing and Machine Learning, Buch

Lei Cheng, Yik-Chung Wu, Zhongtao Chen
Bayesian Tensor Decomposition for Signal Processing and Machine Learning

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 ach…

lieferbar innerhalb 2-3 Wochen
Buch
EUR 142,37*
Y-h. Taguchi: Unsupervised Feature Extraction Applied to Bioinformatics, Buch

Y-h. Taguchi
Unsupervised Feature Extraction Applied to Bioinformatics

Unsupervised and Semi-Supervised Learning

This updated book proposes applications of tensor decomposition to unsupervised feature extraction and feature selection. The author posits that although supervised methods including deep learning have be…

lieferbar innerhalb 2-3 Wochen
Buch
EUR 219,03*
Venera Khoromskaia: Tensor Numerical Methods in Quantum Chemistry, Buch

Venera Khoromskaia, Boris N. Khoromskij
Tensor Numerical Methods in Quantum Chemistry

When applied to multidimensional problems, conventional numerical methods suffer from the so-called curse of dimensionality , which cannot be eliminated by parallel methods and high-performance computers…

sofort lieferbar
Buch
EUR 173,96*
Can Chen: Tensor-Based Dynamical Systems, Buch

Can Chen
Tensor-Based Dynamical Systems

Synthesis Lectures on Mathematics & Statistics

This book provides a comprehensive review on tensor algebra, including tensor products, tensor unfolding, tensor eigenvalues, and tensor decompositions. Tensors are multidimensional arrays generalized fro…

lieferbar innerhalb 2-3 Wochen
Buch
EUR 85,33*
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