chekirou / Generalization_deep_learning

State of the art on generalization bounds for deep learning.

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Generalization in Deep Learning

State of the art on generalization bounds for deep learning.

Study on the current generalization bounds for deep learning. Expansion on the inadequacies of uniform convergence as a measure for generalization.

Work conducted with Aymen Merrouche.

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State of the art on generalization bounds for deep learning.