Asymptotic Guarantees for Learning Generative Models with the Sliced-Wasserstein Distance

Kimia Nadjahi, Alain Durmus, Umut Simsekli, Roland Badeau

Neural Information Processing Systems 

In practice,θ is typically chosen as a neural network, for which it is often impossible to evaluate the induced densityµθ.

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