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

Thomas Arildsen (Redaktør)

Publikation: Bidrag til bog/antologi/rapport/konference proceedingForord/Indledning/efterskriftForskningpeer review

Resumé

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).
OriginalsprogEngelsk
TitelProceedings of the third "international Traveling Workshop on Interactions between Sparse models and Technology" (iTWIST'16)
Publikationsdato14 sep. 2016
StatusUdgivet - 14 sep. 2016
Begivenhedinternational Traveling Workshop on Interactions between Sparse Models and Technology - Aalborg Universitet, Aalborg, Danmark
Varighed: 24 aug. 201626 aug. 2016
Konferencens nummer: 3
http://www.itwist16.es.aau.dk/

Workshop

Workshopinternational Traveling Workshop on Interactions between Sparse Models and Technology
Nummer3
LokationAalborg Universitet
LandDanmark
ByAalborg
Periode24/08/201626/08/2016
Internetadresse

Fingerprint

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

Citer dette

Arildsen, T. (red.) (2016). Proceedings of the third "international Traveling Workshop on Interactions between Sparse models and Technology" (iTWIST'16). I Proceedings of the third "international Traveling Workshop on Interactions between Sparse models and Technology" (iTWIST'16)
Arildsen, Thomas (Redaktør). / 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 (red.) 2016, Proceedings of the third "international Traveling Workshop on Interactions between Sparse models and Technology" (iTWIST'16). i Proceedings of the third "international Traveling Workshop on Interactions between Sparse models and Technology" (iTWIST'16). international Traveling Workshop on Interactions between Sparse Models and Technology, Aalborg, Danmark, 24/08/2016.

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

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

Publikation: Bidrag til bog/antologi/rapport/konference proceedingForord/Indledning/efterskriftForskningpeer review

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T1 - Proceedings of the third "international Traveling Workshop on Interactions between Sparse models and Technology" (iTWIST'16)

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N2 - 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).

AB - 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).

M3 - Preface/Introduction/postscript

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

ER -

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