Implicit Generative Copulas

29 September 2021

Papers citing "Implicit Generative Copulas"

13 / 13 papers shown

Title
Your copula is a classifier in disguise: classification-based copula density estimation David Huk Mark Steel Ritabrata Dutta 23 0 0 05 Nov 2024
Quasi-Bayes meets Vines David Huk Yuanhe Zhang Mark Steel Ritabrata Dutta 30 1 0 18 Jun 2024
An Efficient Quasi-Random Sampling for Copulas Sumin Wang Chenxian Huang Yongdao Zhou Min-Qian Liu 30 0 0 08 Mar 2024
TACTiS-2: Better, Faster, Simpler Attentional Copulas for Multivariate Time Series Arjun Ashok Étienne Marcotte Valentina Zantedeschi Nicolas Chapados Alexandre Drouin AI4TS 22 11 0 02 Oct 2023
2-Cats: 2D Copula Approximating Transforms Shiyi Tang Yini Fang Jackson Silva Renato M. Assunção 28 0 0 28 Sep 2023
Learning Nonparametric High-Dimensional Generative Models: The Empirical-Beta-Copula Autoencoder Maximilian Coblenz Oliver Grothe Fabian Kächele SyDa DRL 20 1 0 18 Sep 2023
Copula for Instance-wise Feature Selection and Ranking Hanyu Peng Guanhua Fang P. Li 18 3 0 01 Aug 2023
NN-Copula-CD: A Copula-Guided Interpretable Neural Network for Change Detection in Heterogeneous Remote Sensing Images Weiming Li Xueqian Wang Gang Li 16 2 0 30 Mar 2023
Retrospective Uncertainties for Deep Models using Vine Copulas Natavsa Tagasovska Firat Ozdemir Axel Brando UQCV OOD BDL 17 2 0 24 Feb 2023
Generative machine learning methods for multivariate ensemble post-processing Jieyu Chen Tim Janke Florian Steinke Sebastian Lerch 22 22 0 26 Sep 2022
Inference and Sampling for Archimax Copulas Yuting Ng Ali Hasan Vahid Tarokh 18 5 0 27 May 2022
Releasing survey microdata with exact cluster locations and additional privacy safeguards Till Koebe Alejandra Arias-Salazar 6 2 0 24 May 2022
Deep Learning for Time Series Forecasting: Tutorial and Literature Survey Konstantinos Benidis Syama Sundar Rangapuram Valentin Flunkert Bernie Wang Danielle C. Maddix ... David Salinas Lorenzo Stella François-Xavier Aubet Laurent Callot Tim Januschowski AI4TS 17 176 0 21 Apr 2020