Optimal Transport Relaxations with Application to Wasserstein GANs

7 Jun 2019Saied MahdianJose BlanchetPeter Glynn

We propose a family of relaxations of the optimal transport problem which regularize the problem by introducing an additional minimization step over a small region around one of the underlying transporting measures. The type of regularization that we obtain is related to smoothing techniques studied in the optimization literature... (read more)

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