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)

Editore

Springer

Data di pubblicazione

2018

Lingua

Inglese

ISBN 10

3319937634

ISBN 13

9783319937632

Rilegatura

Brossura

Condizione

New

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Descrizione articolo

Riassunto

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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Descrizione libreria

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