Copulas as High-Dimensional Generative Models: Vine Copula Autoencoders

12 June 2019

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

7 / 7 papers shown

Title
Your copula is a classifier in disguise: classification-based copula density estimation David Huk Mark Steel Ritabrata Dutta 35 0 0 05 Nov 2024
Inference and Sampling for Archimax Copulas Yuting Ng Ali Hasan Vahid Tarokh 26 5 0 27 May 2022
COMET Flows: Towards Generative Modeling of Multivariate Extremes and Tail Dependence Andrew McDonald Pang-Ning Tan Lifeng Luo 21 9 0 02 May 2022
Implicit Generative Copulas Tim Janke M. Ghanmi F. Steinke 35 17 0 29 Sep 2021
Copula-based synthetic data augmentation for machine-learning emulators David Meyer T. Nagler R. Hogan 11 22 0 16 Dec 2020
Revisiting Classifier Two-Sample Tests David Lopez-Paz Maxime Oquab 78 390 0 20 Oct 2016
From Dependence to Causation David Lopez-Paz OOD CML 58 25 0 12 Jul 2016