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Latent Variable Analysis and Signal Separation: 14th International Conference, LVA/ICA 2018, Guildford, UK, July 2–5, 2018, Proceedings

Deville, Yannick, Gannot, Sharon, Mason, Russell, Plumbley, Mark D. and Ward, Dominic, eds. (2018) Latent Variable Analysis and Signal Separation: 14th International Conference, LVA/ICA 2018, Guildford, UK, July 2–5, 2018, Proceedings Theoretical Computer Science and General Issues, 10891 . Springer International Publishing, Chamonix, Switzerland. ISBN 978-3-319-93764-9

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Abstract

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.

Item Type: Book
Divisions : Faculty of Engineering and Physical Sciences > Electronic Engineering
Editors :
NameEmailORCID
Deville, Yannick
Gannot, Sharon
Mason, RussellR.Mason@surrey.ac.uk
Plumbley, Mark D.m.plumbley@surrey.ac.uk
Ward, Dominicdominic.ward@surrey.ac.uk
Date : 2018
DOI : 10.1007/978-3-319-93764-9
Copyright Disclaimer : © 2018 Springer International Publishing AG, part of Springer Nature
Depositing User : Clive Harris
Date Deposited : 13 Aug 2018 23:42
Last Modified : 13 Aug 2018 23:42
URI: http://epubs.surrey.ac.uk/id/eprint/848915

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