Multivariate Density Estimation by Neural Networks.
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DOI: 10.1109/tnnls.2022.3190220
Abstract: We propose nonparametric methods to obtain the Probability Density Function (PDF) to assess the properties of the underlying data generating process (DGP) without imposing any assumptions on the DGP, using neural networks (NNs). The proposed… read more here.
Keywords: neural networks; density; multivariate density; density estimation ... See more keywords