Copulas as High-Dimensional Generative Models: Vine Copula Autoencoders

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Copulas as High-Dimensional Generative Models: Vine Copula Autoencoders

12 June 2019

Natasa Tagasovska

Thibault Vatter

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Papers citing "Copulas as High-Dimensional Generative Models: Vine Copula Autoencoders"

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Title
Your copula is a classifier in disguise: classification-based copula density estimation David Huk Mark Steel Ritabrata Dutta 223 0 0 05 Nov 2024
Learning Nonparametric High-Dimensional Generative Models: The Empirical-Beta-Copula Autoencoder Maximilian Coblenz Oliver Grothe Fabian Kächele SyDa DRL 71 1 0 18 Sep 2023
Retrospective Uncertainties for Deep Models using Vine Copulas Natavsa Tagasovska Firat Ozdemir Axel Brando UQCV OOD BDL 82 3 0 24 Feb 2023
Implicit Generative Copulas Tim Janke M. Ghanmi F. Steinke 87 17 0 29 Sep 2021
Generative Archimedean Copulas Yuting Ng Ali Hasan Khalil Elkhalil Vahid Tarokh 42 5 0 22 Feb 2021
Copula-based synthetic data augmentation for machine-learning emulators David Meyer T. Nagler R. Hogan 62 22 0 16 Dec 2020
Effect of backdoor attacks over the complexity of the latent space distribution Henry Chacón P. Rad AAML 20 1 0 29 Nov 2020