Browsing Faculté des arts et des sciences – Département d'informatique et de recherche opérationnelle - Thèses et mémoires by Subject "Élagage des réseaux neuronaux"

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  • Optimizing ANN Architectures using Mixed-Integer Programming 

    ElAraby, Mostafa (2020-12-16)
    Over-parameterized networks, where the number of parameters surpass the number of train-ing samples, generalize well on various tasks. However, large networks are computationally expensive in terms of the training and inference time. Furthermore, the ...