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vine copula

10 papers

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Co-occurring keywords · papers mentioning both

bayesian inference (3) probabilistic modeling (3) multivariate dependence (2) generative model (2) vine copula model (2) synthetic data generation (2) structure learning (2) density estimation (2) dependence modeling (1) neural autoencoder (1)

Papers

Semiparametric conformal prediction AISTATS 2025 TVineSynth: A Truncated C-Vine Copula Generator of Synthetic Tabular Data to Balance Privacy and Utility AISTATS 2025 Quasi-Bayes meets Vines NeurIPS 2024 Retrospective Uncertainties for Deep Models using Vine Copulas AISTATS 2023 Copulas as High-Dimensional Generative Models: Vine Copula Autoencoders NeurIPS 2019 Learning Vine Copula Models for Synthetic Data Generation AAAI 2019 Vine copula structure learning via Monte Carlo tree search AISTATS 2019 Mixed vine copulas as joint models of spike counts and local field potentials NeurIPS 2016 Gaussian Process Vine Copulas for Multivariate Dependence ICML 2013 Semi-Supervised Domain Adaptation with Non-Parametric Copulas NeurIPS 2012