Thomas posted this announcement on the G+ group: (I was surprised the word Hardware did not get to be mentioned for a meeting featuring how CS is crossing over to technology. I am sure this oversight will be addressed (wink-wink people).
International Traveling Workshop on Interactions Between Sparse Models and Technology
The aim of the iTWIST workshop is to foster collaboration between international scientific teams for developing new theories, applications and generalizations of the “sparsity paradigm”. This is why this event emphasizes dissemination of ideas through both specific oral/poster presentations and free discussions.
For this edition, iTWIST’16 will feature invited talks, oral presentations and posters. The workshop welcomes 2-page paper submissions on any aspects of the following themes:
Themes
- Sparsity-driven data sensing and processing (e.g., optics, computer vision, genomics, biomedical, digital communication, channel estimation, astronomy)
- Application of sparse models in non-convex/non-linear inverse problems (e.g., phase retrieval, blind deconvolution, self calibration)
- Approximate probabilistic inference for sparse problems
- Sparse machine learning and inference
- "Blind" inverse problems and dictionary learning
- Optimization for sparse modelling
- Information theory, geometry and randomness
- Sparsity? What's next?
- Discrete-valued signals
- Union of low-dimensional spaces,
- Cosparsity, mixed/group norm, model-based, low-complexity models, ...
- Matrix/manifold sensing/processing (graph, low-rank approximation, ...)
- Complexity/accuracy tradeoffs in numerical methods/optimization
PAPER SUBMISSION AND FORMATTING INSTRUCTIONS WILL BE AVAILABLE IN A FEW DAYSPlenary Speakers
List of confirmed speakers - we will be updating this list continuously as the invited speakers confirm their participation.
- Lieven Vandenberghe - University of California, Los Angeles - homepage
- Gerhard Wunder - TU Berlin & Fraunhofer Institute - homepage
- Holger Rauhut - RWTH Aachen - homepage
- Petros Boufounos - Mitsubishi Electric Research Labs - homepage
- Florent Krzakala - ENS Paris - homepage
- Phil Schniter - Ohio State University - homepage
- Karin Schnass - University of Innsbruck - homepage
- Rachel Ward - University of Texas at Austin - homepage
- Bogdan Roman - University of Cambridge - homepage
Important Dates
- 1st of February 2016 - 2-page paper submission opening
- 1st of March 2016 - Registration opens (reduced-rate early-bird registration until 1st of July)
- 11th of March 2016 - Paper submission ends
- 13th of May 2016 - Confirmation of accepted papers
- 13th of May 2016 - Program finalized
- 17th of June 2016 - Final manuscript due
- 1st of August 2016 - Registration closes
- 24th of August 2016 - Workshop starts
Organising Committee
- Thomas Arildsen (general chair)
Department of Electronic Systems at Aalborg University - homepage.- Morten Nielsen (co-chair)
Department of Mathematical Sciences at Aalborg University - homepage.- Laurent Jacques
Institute of Information and Communication Technologies, Electronics and Applied Mathematics at Université catholique de Louvain - homepage.- Pascal Frossard
Electrical Engineering Institute at École Polytechnique Fédérale de Lausanne - homepage.- Pierre Vandergheynst
Electrical Engineering Institute at École Polytechnique Fédérale de Lausanne - homepage.- Sandrine Anthoine
Marseille Institute of Mathematics, at Aix-Marseille Université and CNRS - homepage.- Yannick Boursier
Center for Particle Physics of Marseille, at Aix-Marseille Université and CNRS - homepage.- Aleksandra Pizurica
Department of Telecommunications and Information Processing at Ghent University - homepage.- Christine De Mol
Department of Mathematics and ECARES (European Center for Advanced Research in Economics and Statistics) at Brussels Free University - homepage.- Christophe De Vleeschouwer
Institute of Information and Communication Technologies, Electronics and Applied Mathematics at Université catholique de Louvain - homepage.
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