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Lecture Notes in Computer Science

Lecture Notes in Computer Science: 14th International Conference, LVA/ICA 2018, Guildford, UK, July 2–5, 2018, Proceedings

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Lecture Notes in Computer Science: 14th International Conference, LVA/ICA 2018, Guildford, UK, July 2–5, 2018, Proceedings

Deville, Yannick; Gannot, Sharon; Mason, Russell; Plumbley, Mark D.; Ward, Dominic

This book constitutes the proceedings of the 14th International Conference on Latent Variable Analysis and Signal Separation, LVA/ICA 2018, held in  Guildford, UK, in July 2018.
The 52 full papers  were carefully reviewed and selected from 62 initial submissions. 
As research topics the papers encompass a wide range of general mixtures of latent variables models but also theories and tools drawn from a great variety of disciplines such as structured tensor decompositions and applications; matrix and tensor factorizations; ICA methods; nonlinear mixtures; audio data and methods; signal separation evaluation campaign; deep learning and data-driven methods; advances in phase retrieval and applications; sparsity-related methods; and biomedical data and methods.

Details

Published by: Springer

Publication Date: 2018-06-06

Format: Paperback

ISBN-13: 9783319937632

DOI: 10.1007/978-3-319-93764-9

Dimensions: 235cm x155cm

Pages: 580

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