Journées Apprentissage et Parcimonie
26 Septembre 2012
Catégorie : Journée d étude
Journées Apprentissage et Parcimonie organisées par le département D5 de l'IRISA en partenariat avec EURASIP, INRIA et Orange Labs
15-16 Octobre à l'IRISA, Campus de Beaulieu, Rennes.
Two-day workshop on Sparse Models and Machine LearningOrganized by IRISA / Department D5 In partnership with EURASIP, INRIA & Orange Labs
October 15-16, IRISA, Campus Beaulieu, Rennes (France).
Sparse representations and models have become a central concept in the field of signal processing and data modeling and are gradually building bridges with the area of machine learning. In parallel, these concepts are becoming operative in a number of applicative fields, such as brain imaging, distributed communications, multimedia, etc.
This two-day workshop is intended to offer an overview of the current status of this stimulating field and to discuss very exciting focal points, where sparse representations, machine learning and applications are converging to new fundamental and practical paradigms. The two days are articulated around 4 tutorial talks, 3 applicative focus and 2 open discussions (see complete programme below) presented by colleagues currently at the forefront of the field.
The workshop is opened to academy and industry specialists, but also to PhD students, post‐doc and colleagues from neighboring domains, who want to deepen their understanding of the field and its current theoretical and practical challenges. Registration is free of charge but mandatory.
Scientific organizing committee: Frédéric Bimbot, Rémi Gribonval, Cédric Herzet, Aline Roumy.