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ALMA: Human Centric Algebraic Machine Learning

Project description

Leveraging abstract algebra for a more transparent Artificial Intelligence

Algebraic machine learning (AML) is a relatively new machine learning technique based on algebraic representations of data. Unlike statistical learning, AML algorithms are robust regarding the statistical properties of the data and are parameter-free. The aim of the EU-funded ALMA project is to leverage AML properties to develop a new generation of interactive, human-centric machine learning systems. These systems are expected to reduce bias and prevent discrimination, remember what they know when they are taught something new, facilitate trust and reliability and integrate complex ethical constraints into human–artificial intelligence systems. Furthermore, they are expected to promote distributed, collaborative learning.

Call for proposal

H2020-EIC-FETPROACT-2019
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Coordinator

PROYECTOS Y SISTEMAS DE MANTENIMIENTO SL
Address
Calle Sector Foresta 9 Piso 3Pta B
28760 Tres Cantos Madrid
Spain
Activity type
Private for-profit entities (excluding Higher or Secondary Education Establishments)
EU contribution
€ 646 500

Participants (8)

FUNDACAO D. ANNA SOMMER CHAMPALIMAUD E DR. CARLOS MONTEZ CHAMPALIMAUD
Portugal
EU contribution
€ 698 500
Address
Avenida Brasilia, Centro De Investigacao Da Fundacao Champalimaud
1400-038 Lisboa
Activity type
Research Organisations
ALGEBRAIC AI SL
Spain
EU contribution
€ 692 500
Address
C/ Doctor Fleming 1
28036 Madrid
Activity type
Private for-profit entities (excluding Higher or Secondary Education Establishments)
DEUTSCHES FORSCHUNGSZENTRUM FUR KUNSTLICHE INTELLIGENZ GMBH
Germany
EU contribution
€ 614 500
Address
Trippstadter Strasse 122
67663 Kaiserslautern
Activity type
Research Organisations
INSTITUT NATIONAL DE RECHERCHE EN INFORMATIQUE ET AUTOMATIQUE
France
EU contribution
€ 423 000
Address
Domaine De Voluceau Rocquencourt
78153 Le Chesnay Cedex
Activity type
Research Organisations
TECHNISCHE UNIVERSITAT KAISERSLAUTERN
Germany
EU contribution
€ 291 750
Address
Gottlieb Daimler Strasse
67663 Kaiserslautern
Activity type
Higher or Secondary Education Establishments
FIWARE FOUNDATION EV
Germany
EU contribution
€ 237 750
Address
Franklinstrasse 13 A
10587 Berlin
Activity type
Other
TEKNOLOGIAN TUTKIMUSKESKUS VTT OY
Finland
EU contribution
€ 196 000
Address
Tekniikantie 21
02150 Espoo
Activity type
Research Organisations
UNIVERSIDAD CARLOS III DE MADRID
Spain
EU contribution
€ 196 000
Address
Calle Madrid 126
28903 Getafe (Madrid)
Activity type
Higher or Secondary Education Establishments