Uniform Manifold Sampling (UMS): Sampling the Maximum Entropy PDF
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DOI: 10.1109/tsp.2017.2659645
Abstract: Maximum entropy PDF projection (MEPP) is a way to construct generative models from feature transformations. Corresponding to each dimension-reducing feature mapping, such as a feed-forward neural network or an algorithm to calculate linear-prediction coefficients from… read more here.
Keywords: manifold sampling; feature; maximum entropy; uniform manifold ... See more keywords