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Entropy

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Conditional density estimation with dimensionality reduction via squared-loss conditional entropy minimization.

Neural computation
Regression aims at estimating the conditional mean of output given input. However, regression is not informative enough if the conditional density is multimodal, heteroskedastic, and asymmetric. In such a case, estimating the conditional density itse...