Data & IT
Pocket
Latent Variable Analysis and Signal Separation
Yannick Deville • Sharon Gannot • Russell Mason • Mark D Plumbley • Dominic Ward
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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.
- Illustratör: Bibliographie
- Format: Pocket/Paperback
- ISBN: 9783319937632
- Språk: Engelska
- Antal sidor: 580
- Utgivningsdatum: 2018-06-06
- Förlag: Springer International Publishing AG