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Amortized Vine Copulas for High-Dimensional Density and Information Estimation
VDC amortizes vine-copula fitting via a reused bivariate denoising model with Sinkhorn projection, enabling faster high-dimensional density and mutual information estimation.
Atlanta Poster Session 1, Wed, Dec 9, 10:00 AM–1:00 PM, Hall C1 · Published 2026
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AI panel: 7 of 20 reviewers recommend it
lenient 3/5
medium 3/10
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