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  • deck

    Jun 16, 2020 681 0

  • Automatic Differentation

    Tutorial on autodiff: forward and reverse mode, dual numbers, backpropagation, recurrent and residual networks, adjoint method, argmin layers.

    May 18, 2020 1,425 7

  • Wasserstein Eigenvectors

    Optimal transport, eigenvectors, non-linear Perron-Frobenius theory.

    May 13, 2020 668 0

  • Computational Optimal Transport

    Optimal Transport, Entropic regularization, Sinkhorn divergences, Generative models.

    Apr 20, 2020 786 1