Latent Variable Analysis and Signal Separation: 14th International Conference, LVA/ICA 2018, Guildford, UK, July 2-5, 2018, Proceedings (Lecture Notes in Computer Science)

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

ISBN 10: 3319937634 / ISBN 13: 9783319937632

Editore: Springer 2018-06-06, 2018

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Codice articolo 6666-IUK-9783319937632

Dati bibliografici

• Titolo: Latent Variable Analysis and Signal Separation: 14th International Conference, LVA/ICA 2018, Guildford, UK, July 2-5, 2018, Proceedings (Lecture Notes in Computer Science)
• Editore: Springer 2018-06-06
• Data di pubblicazione: 2018
• Lingua: Inglese
• ISBN 10: 3319937634
• ISBN 13: 9783319937632
• Rilegatura: Paperback
• Condizione: New

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.