Approximation and Convergence Properties of Generative Adversarial Learning

Shuang Liu, Olivier Bousquet, Kamalika Chaudhuri

Neural Information Processing Systems 

GANs have been proposed that involve different objective functions (to be optimized by the generator and the discriminator).

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