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Workshop

Wasserstein Auto-Encoders: Latent Dimensionality and Random Encoders

Paul Rubenstein · Bernhard Schoelkopf · Ilya Tolstikhin

East Meeting Level 8 + 15 #5

Wed 2 May, 4:30 p.m. PDT

We study the role of latent space dimensionality in Wasserstein auto-encoders (WAEs). Through experimentation on synthetic and real datasets, we argue that random encoders should be preferred over deterministic encoders.

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