Proceedings of the third "international Traveling Workshop on Interactions between Sparse models and Technology" (iTWIST'16)

Research output: Contribution to book/anthology/report/conference proceedingPreface/Introduction/postscriptResearchpeer-review

Abstract

The third edition of the "international - Traveling Workshop on Interactions between Sparse models and Technology" (iTWIST) took place in Aalborg, the 4th largest city in Denmark situated beautifully in the northern part of the country, from the 24th to 26th of August 2016. The workshop venue was at the Aalborg University campus. One implicit objective of this biennial workshop is to foster collaboration between international scientific teams by disseminating ideas through both specific oral/poster presentations and free discussions. For this third edition, iTWIST'16 gathered about 50 international participants and features 8 invited talks, 12 oral presentations, and 12 posters on the following themes, all related to the theory, application and generalization of the "sparsity paradigm": 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; Electronic/optical compressive sensors (hardware).
Original languageEnglish
Title of host publicationProceedings of the third "international Traveling Workshop on Interactions between Sparse models and Technology" (iTWIST'16)
Publication date14 Sep 2016
Publication statusPublished - 14 Sep 2016
Eventinternational Traveling Workshop on Interactions between Sparse Models and Technology - Aalborg Universitet, Aalborg, Denmark
Duration: 24 Aug 201626 Aug 2016
Conference number: 3
http://www.itwist16.es.aau.dk/

Workshop

Workshopinternational Traveling Workshop on Interactions between Sparse Models and Technology
Number3
LocationAalborg Universitet
CountryDenmark
CityAalborg
Period24/08/201626/08/2016
Internet address

Fingerprint

Inverse problems
Astronomy
Information theory
Deconvolution
Channel estimation
Glossaries
Processing
Computer vision
Learning systems
Optics
Numerical methods
Calibration
Hardware
Geometry
Sensors
Genomics

Cite this

Arildsen, T. (Ed.) (2016). Proceedings of the third "international Traveling Workshop on Interactions between Sparse models and Technology" (iTWIST'16). In Proceedings of the third "international Traveling Workshop on Interactions between Sparse models and Technology" (iTWIST'16)
Arildsen, Thomas (Editor). / Proceedings of the third "international Traveling Workshop on Interactions between Sparse models and Technology" (iTWIST'16). Proceedings of the third "international Traveling Workshop on Interactions between Sparse models and Technology" (iTWIST'16). 2016.
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abstract = "The third edition of the {"}international - Traveling Workshop on Interactions between Sparse models and Technology{"} (iTWIST) took place in Aalborg, the 4th largest city in Denmark situated beautifully in the northern part of the country, from the 24th to 26th of August 2016. The workshop venue was at the Aalborg University campus. One implicit objective of this biennial workshop is to foster collaboration between international scientific teams by disseminating ideas through both specific oral/poster presentations and free discussions. For this third edition, iTWIST'16 gathered about 50 international participants and features 8 invited talks, 12 oral presentations, and 12 posters on the following themes, all related to the theory, application and generalization of the {"}sparsity paradigm{"}: 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; Electronic/optical compressive sensors (hardware).",
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Arildsen, T (ed.) 2016, Proceedings of the third "international Traveling Workshop on Interactions between Sparse models and Technology" (iTWIST'16). in Proceedings of the third "international Traveling Workshop on Interactions between Sparse models and Technology" (iTWIST'16)., Aalborg, Denmark, 24/08/2016.

Proceedings of the third "international Traveling Workshop on Interactions between Sparse models and Technology" (iTWIST'16). / Arildsen, Thomas (Editor).

Proceedings of the third "international Traveling Workshop on Interactions between Sparse models and Technology" (iTWIST'16). 2016.

Research output: Contribution to book/anthology/report/conference proceedingPreface/Introduction/postscriptResearchpeer-review

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Arildsen T, (ed.). Proceedings of the third "international Traveling Workshop on Interactions between Sparse models and Technology" (iTWIST'16). In Proceedings of the third "international Traveling Workshop on Interactions between Sparse models and Technology" (iTWIST'16). 2016