Non-AsymptoticErrorBoundsfor BidirectionalGANs

Neural Information Processing Systems 

We derive nearly sharp bounds for the bidirectional GAN (BiGAN) estimation error under the Dudley distance between the latent joint distribution and the data joint distribution with appropriately specified architecture of the neural networks usedinthemodel.

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