Servizio Comunitario di Informazione in materia di Ricerca e Sviluppo - CORDIS

H2020

DEDALE

Project ID: 665044
Finanziato nell'ambito di

Data Learning on Manifolds and Future Challenges

Dal 2015-10-01 al 2018-09-30, progetto in corso

Dettagli del progetto

Costo totale:

EUR 2 702 397,50

Contributo UE:

EUR 2 702 397,50

Coordinato in:

France

Invito a presentare proposte:

H2020-FETOPEN-2014-2015-RIASee other projects for this call

Meccanismo di finanziamento:

RIA - Research and Innovation action

Obiettivo

Deliverables

  • Adaptive transforms for manifold-valued data.

    Report on the development of adapted multiscale transforms. The final learned dictionary is restricted to a class of dictionaries generated from a structured dictionary such as shearlet. Existence of fast transform/reconstruction will be discussed.

  • Large-scale learning schemes.

    Evaluation of cutting edge distributed processing platforms, such as GraphLab, Mahout and MLI, for benchmarking large-scale test sets for machine learning. Real time parallel processing considerations will be actively taken under account into this task.

  • Learning-based photometric and spectroscopic redshift estimation

    Report on the development of a dictionary learning based method for spectroscopic and photometric redshift estimation of Euclid data.

  • Linear inverse problems with sparsity constraints.

    Report on the development of dedicated solvers for the recovery of multivariate signals with adapted sparse priors, either in fixed representations from Task 2.1 or learnt representations from task 2.2. Convergence and Computation time will be discussed.

Publications

Coordinatore

COMMISSARIAT A L ENERGIE ATOMIQUE ET AUX ENERGIES ALTERNATIVES
France

Contributo UE: EUR 857 875


RUE LEBLANC 25
75015 PARIS 15
France
Activity type: Research Organisations

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Partecipanti

FOUNDATION FOR RESEARCH AND TECHNOLOGY HELLAS
Greece

Contributo UE: EUR 560 000


N PLASTIRA STR 100
70013 HERAKLION
Greece
Activity type: Research Organisations

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SAFRAN ELECTRONICS & DEFENSE
France

Contributo UE: EUR 288 125


18 AU 20 QUAI DU POINT DU JOUR
92100 BOULOGNE-BILLANCOURT
France
Activity type: Private for-profit entities (excluding Higher or Secondary Education Establishments)

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UNIVERSITY COLLEGE LONDON
United Kingdom

Contributo UE: EUR 485 397,50


GOWER STREET
WC1E 6BT LONDON
United Kingdom
Activity type: Higher or Secondary Education Establishments

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TECHNISCHE UNIVERSITAET BERLIN
Germany

Contributo UE: EUR 511 000


STRASSE DES 17 JUNI 135
10623 BERLIN
Germany
Activity type: Higher or Secondary Education Establishments

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