Lecture Notes in Computer Science: 14th International Conference, LVA/ICA 2018, Guildford, UK, July 2–5, 2018, Proceedings

Name: Lecture Notes in Computer Science: 14th International Conference, LVA/ICA 2018, Guildford, UK, July 2–5, 2018, Proceedings
Brand: Springer International Publishing
SKU: 9783319937632
Price: 49.49 USD
Availability: InStock

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

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.