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A New Paradigm for Generative Adversarial Networks based on Randomized Decision Rules

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The Generative Adversarial Network (GAN) was recently introduced in the literature as a novel machine learning method for training generative models. It has many applications in statistics such as nonparametric clustering and nonparametric conditional independ... ...