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Latent variable analysis and signal separation : 14th International Conference, LVA/ICA 2018, Guildford, UK, July 2-5, 2018 : proceedings

Author: Yannick Deville; Sharon Gannot; Russell Mason; Mark D Plumbley; Dominic Ward
Publisher: Cham, Switzerland : Springer, [2018]
Series: Lecture notes in computer science, 10891.
Edition/Format:   eBook : Document : Conference publication : EnglishView all editions and formats
Summary:
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  Read more...
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Genre/Form: Electronic books
Conference papers and proceedings
Congresses
Additional Physical Format: Printed edition:
Material Type: Conference publication, Document, Internet resource
Document Type: Internet Resource, Computer File
All Authors / Contributors: Yannick Deville; Sharon Gannot; Russell Mason; Mark D Plumbley; Dominic Ward
ISBN: 9783319937649 3319937642
OCLC Number: 1040652957
Description: 1 online resource
Contents: 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 --
Biomedical Data and Methods.
Series Title: Lecture notes in computer science, 10891.
Other Titles: LVA/ICA 2018
Responsibility: Yannick Deville, Sharon Gannot, Russell Mason, Mark D. Plumbley, Dominic Ward (eds.).

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  Read more...

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