On distinguishability criteria for estimating generative models

19 Dec 2014Ian J. Goodfellow

Two recently introduced criteria for estimation of generative models are both based on a reduction to binary classification. Noise-contrastive estimation (NCE) is an estimation procedure in which a generative model is trained to be able to distinguish data samples from noise samples... (read more)

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