Erschienen: 11.05.2018 Abbildung von Deville / Gannot / Mason / Plumbley / Ward | Latent Variable Analysis and Signal Separation | 1st ed. 2018 | 2018 | 14th International Conference,...

Deville / Gannot / Mason / Plumbley / Ward

Latent Variable Analysis and Signal Separation

14th International Conference, LVA/ICA 2018, Guildford, UK, July 2–5, 2018, Proceedings

Buch. Softcover

1st ed. 2018. 2018

xvii, 580 S.

Springer. ISBN 978-3-319-93763-2

Format (B x L): 15,5 x 23,5 cm

Gewicht: 896 g

Produktbeschreibung

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.

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