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vine copula

8 papers

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Co-occurring keywords

bayesian inference (1907) multivariate dependence (2) generative model (2892) vine copula model (2) structure learning (341) density estimation (398) probabilistic modeling (852) quasi-bayesian method (1) uncertainty estimation (648) predictive distribution (39)

Papers

Quasi-Bayes meets Vines NIPS 2024
Retrospective Uncertainties for Deep Models using Vine Copulas AISTATS 2023
Vine copula structure learning via Monte Carlo tree search AISTATS 2019
Learning Vine Copula Models for Synthetic Data Generation AAAI 2019
Copulas as High-Dimensional Generative Models: Vine Copula Autoencoders NIPS 2019
Mixed vine copulas as joint models of spike counts and local field potentials NIPS 2016
Gaussian Process Vine Copulas for Multivariate Dependence ICML 2013
Semi-Supervised Domain Adaptation with Non-Parametric Copulas NIPS 2012