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Latent Variable Analysis and Signal Separation: 14th International Conference, Lva/Ica 2018, Guildford, Uk, July 2-5, 2018, Proceedings (en Inglés)
Deville, Yannick ; Gannot, Sharon ; Mason, Russell (Autor)
·
Springer
· Tapa Blanda
Latent Variable Analysis and Signal Separation: 14th International Conference, Lva/Ica 2018, Guildford, Uk, July 2-5, 2018, Proceedings (en Inglés) - Deville, Yannick ; Gannot, Sharon ; Mason, Russell
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Origen: Estados Unidos
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Reseña del libro "Latent Variable Analysis and Signal Separation: 14th International Conference, Lva/Ica 2018, Guildford, Uk, July 2-5, 2018, Proceedings (en Inglés)"
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.