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Massive Sets of Heuristics for Machine Learning

Project description

Cognitive Systems and Robotics New tools for the collaborative development of very complex machine learning systems. The MASH project aims at creating new tools for the collaborative development of very complex machine learning systems. Machine learning is concerned with the design of software able to learn from example. Since machine learning methods remain far from their biological counterpart in terms of performance, MASH will investigate a new strategy, by developing new theoretical tools and software to help large groups of individuals design large families of feature extractors. The idea is to combine several types of features developed by independent teams in order to improve performance. Because they exploit different sources of information, different modules mutually compensate their weaknesses.

Call for proposal

FP7-ICT-2009-4
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Funding Scheme

CP - Collaborative project (generic)

Coordinator

FONDATION DE L'INSTITUT DE RECHERCHE IDIAP
Address
Rue Marconi 19
1920 Martigny
Switzerland
Activity type
Research Organisations
EU contribution
€ 717 382
Administrative Contact
François Fleuret (Dr.)

Participants (6)

CESKE VYSOKE UCENI TECHNICKE V PRAZE
Czechia
EU contribution
€ 423 040
Address
Jugoslavskych Partyzanu 1580/3
160 00 Praha
Activity type
Higher or Secondary Education Establishments
Administrative Contact
Igor Mraz (Mr.)
UNIVERSITAET POTSDAM
Germany
EU contribution
€ 327 334
Address
Am Neuen Palais 10
14469 Potsdam
Activity type
Higher or Secondary Education Establishments
Administrative Contact
Regina Gerber (Dr.)
FORSCHUNGSVERBUND BERLIN EV

Participation ended

Germany
EU contribution
€ 101 466
Address
Rudower Chaussee 17
12489 Berlin
Activity type
Research Organisations
Administrative Contact
Margitta Teuchert (Ms.)
CENTRE NATIONAL DE LA RECHERCHE SCIENTIFIQUE CNRS
France
EU contribution
€ 345 268
Address
Rue Michel Ange 3
75794 Paris
Activity type
Other
Administrative Contact
Gilles Pulvermuller (Mr.)
INSTITUT NATIONAL DE RECHERCHE EN INFORMATIQUE ET AUTOMATIQUE
France
EU contribution
€ 394 509
Address
Domaine De Voluceau Rocquencourt
78153 Le Chesnay Cedex
Activity type
Research Organisations
Administrative Contact
Mireille MOULIN (Ms.)
UNIVERSITE DE TECHNOLOGIE DE COMPIEGNE
France
EU contribution
€ 0
Address
Rue Du Docteur Schweitzer Cs 60319 Centre Pierre Guillaumat
60203 Compiegne Cedex
Activity type
Higher or Secondary Education Establishments