Latent Variable Analysis and Signal Separation: 14th International Conference, Lva/Ica 2018, Guildford, Uk, July 2-5, 2018, Proceedings

ISBN-13: 9783319937632 / Angielski / Miękka / 2018 / 580 str.

Yannick Deville; Sharon Gannot; Russell Mason

Opis

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.

Spis treści

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.- Biomedical Data and Methods.