View a PDF of the paper titled Wasserstein Auto-Encoders, by Ilya Tolstikhin and Olivier Bousquet and Sylvain Gelly and Bernhard Schoelkopf View PDF Abstract:We propose the Wasserstein Auto-Encoder (WAE)---a new algorithm for building a generative model of the data distribution. WAE minimizes a penalized form of the Wasserstein distance between the model distribution and the target distribution, w
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