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High-dimensional density estimation with tensorizing flow

Ren, Yinuo et al.
arXiv (All) · Papers
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computational-physicsnumerical-analysis
We propose the tensorizing flow method for estimating high-dimensional probability density functions from the observed data. The method is based on tensor-train and flow-based generative modeling. Our method first efficiently constructs an approximate density in the tensor-train form via solving the
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