iTWIST'20: iTWIST: international Traveling Workshop on Interactions between low-complexity data models and Sensing Techniques Ecole Centrale de Nantes Nantes, France, June 23-26, 2020 |
Conference website | https://itwist20.ls2n.fr/ |
Submission link | https://easychair.org/conferences/?conf=itwist20 |
Submission deadline | March 16, 2020 |
The fifth edition of the "international Traveling Workshop on Interactions between low-complexity data models and Sensing Techniques" (iTWIST) will take place in Nantes, France. The objective of this workshop is to foster collaborations between international scientific teams for developing new theories, applications and generalizations of low-complexity models by disseminating ideas through both specific oral/poster presentations and free discussions. For this edition, iTWIST'20 will feature 7 invited talks, and around 40 oral or poster presentations. Registration will cover access to the workshop, lunches and social events. A two-day doctoral school will precede the workshop (see the separate announcement).
Guidelines for authors can be found here : https://itwist20.ls2n.fr/submission/
List of Topics
- Application of low-complexity models in non-convex/nonlinear inverse problems such as phase retrieval, blind deconvolution, blind calibration, or dictionary learning.
- Machine learning, deep learning, compressive statistical learning and generalized high-dimensional inference of low-complexity statistical models.
- Optimization methods for recovering low-complexity data representations (e.g., low-rank or tensor decomposition). Information theory, high-dimensional (convex) geometry and randomness.
- Novel definition of low-complexity models (discrete-valued signals, co-sparsity, mixed/group norm, model-based, tensor/manifold models).
- Sensing and processing of low-complexity signals on manifolds and graphs. Complexity and accuracy trade-offs in numerical methods/optimization.
- Simulation and/or developments of novel electronic/optical compressive sensors.
Committees
Scientific Committee
- S. Anthoine (Aix-Marseille U. - CNRS, France)
- T. Arildsen (Aalborg University, Denmark)
- Y. Boursier (CPPM, France)
- C. Chaux (Aix-Marseille U. - CNRS, France)
- L. Daudet (Institut Langevin, Paris, France)
- N. Deligiannis (VUB, Belgium)
- C. De Mol (ULB, Belgium)
- N. Gillis (UMons, Belgium)
- M. Golbabaee (University of Bath, UK)
- C. Herzet (Inria Rennes, France)
- L. Jacques (UCLouvain, Belgium)
- A. Pizurica (Ghent U., Belgium)
- C. Poon (U. Cambridge, UK).
Organizing committee
- S. Bourguignon (Ecole Centrale de Nantes, France)
- C. Herzet (INRIA Rennes, France)
- J. Idier (Ecole Centrale de Nantes - CNRS, France)
- C. Soussen (CentraleSupelec, France).
Invited Speakers
- Vincent Duval (INRIA Paris, France)
- Mark Plumbley (University of Surrey, UK)
- Christopher Rozell (Georgia Tech, Atlanta, USA)
- Karin Schnass (University of Insbruck, Austria)
- Irene Waldspurger (U. Paris-Dauphine - CNRS, France)
- Rebecca Willett (University of Chicago, USA)
- David Wipf (Microsoft Research, Beijing, China)
Venue
The fifth edition of the « international Traveling Workshop on Interactions between low-complexity data models and Sensing Techniques » (iTWIST) will take place in Nantes, France. The workshop will be located at Ecole Centrale de Nantes (ECN), 20 min. away from the beautiful city center of Nantes.