Books by Anh Huy Phan

Nonnegative Matrix and Tensor Factorizations

Applications to Exploratory Multi-way Data Analysis and Blind Source Separation

This book provides a broad survey of models and efficient algorithms for Nonnegative Matrix Factorization (NMF). This includes NMF’s various extensi...

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Tensor Networks for Dimensionality Reduction and Large-Scale Optimization

Part 1 Low-Rank Tensor Decompositions

This monograph provides a systematic and example-rich guide to the basic properties and applications of tensor network methodologies, and demonstrates...

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Tensor Networks for Dimensionality Reduction and Large-scale Optimization Part 2

Applications and Future Perspectives

Part 2 of this monograph builds on the introduction to tensor networks and their operations presented in Part 1. It focuses on tensor network models f...

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Adaptive Blind Signal and Image Processing

Theory and Applications, 2E

This book is a unification and extension of the theories behind adaptive blind signal and image processing, providing practical and efficient algorith...

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