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Learning through Optimization Programs

Pinon, Brieuc
(2019)

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Pinon_68411400_2019.pdf
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Details

Supervisors
Glineur, François
Faculty
Ecole polytechnique de Louvain
Degree label
Master [120] : ingénieur civil en mathématiques appliquées
Abstract
In this work, Machine Learning algorithms learning optimization programs are developed. These algorithms are empirically tested and theoretically studied. Potential specific applications are envisaged in Deep Learning and in the learning of Higher-Order logical theories.