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Researcher profile

Murat A. Erdogdu

2 papers in the PaperMetrix corpus

Publications

Papers by this author

  1. Hausdorff Dimension, Heavy Tails, and Generalization in Neural Networks

    2020 · HAL (Le Centre pour la Communication Scientifique Directe)

    Despite its success in a wide range of applications, characterizing the generalization properties of stochastic gradient descent (SGD) in non-convex deep learning problems is still an important challenge. While modeling the trajectories of SGD via …

  2. Heavy Tails in SGD and Compressibility of Overparametrized Neural Networks.

    2021 · HAL (Le Centre pour la Communication Scientifique Directe)

    International audience