Deep Archimedean Copulas

Deep Archimedean Copulas

5 December 2020

J. Zico Kolter

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Papers citing "Deep Archimedean Copulas"

18 / 18 papers shown

Title
Theoretical Foundations of the Deep Copula Classifier: A Generative Approach to Modeling Dependent Features Agnideep Aich Ashit Baran Aich Bruce Wade 101 2 0 29 May 2025
Marginal Causal Flows for Validation and Inference Daniel de Vassimon Manela Laura Battaglia Robin J. Evans CML 139 6 0 02 Nov 2024
HACSurv: A Hierarchical Copula-Based Approach for Survival Analysis with Dependent Competing Risks Xin Liu Weijia Zhang Min-Ling Zhang 214 3 0 19 Oct 2024
MENSA: A Multi-Event Network for Survival Analysis with Trajectory-based Likelihood Estimation Christian Marius Lillelund Ali Hossein Gharari Foomani Weijie Sun Shi-ang Qi Russell Greiner 128 1 0 10 Sep 2024
Probabilistic Circuits for Cumulative Distribution Functions Oliver Broadrick William X. Cao Benjie Wang Martin Trapp Karen Ullrich TPM 104 1 0 08 Aug 2024
Quasi-Bayes meets Vines David Huk Yuanhe Zhang Mark Steel Ritabrata Dutta 129 3 0 18 Jun 2024
An Efficient Quasi-Random Sampling for Copulas Sumin Wang Chenxian Huang Yongdao Zhou Min-Qian Liu 124 0 0 08 Mar 2024
Deep Copula-Based Survival Analysis for Dependent Censoring with Identifiability Guarantees Weijia Zhang Chun Kai Ling Xuanhui Zhang CML OOD 143 10 0 24 Dec 2023
2-Cats: 2D Copula Approximating Transforms Shiyi Tang Yini Fang Jackson Silva Renato M. Assunção 123 0 0 28 Sep 2023
Copula Density Neural Estimation N. A. Letizia Andrea M. Tonello Andrea M. Tonello 143 7 0 25 Nov 2022
Quasi-Bayesian Nonparametric Density Estimation via Autoregressive Predictive Updates Sahra Ghalebikesabi Chris Holmes Edwin Fong B. Lehmann 92 2 0 13 Jun 2022
Inference and Sampling for Archimax Copulas Yuting Ng Ali Hasan Vahid Tarokh 118 6 0 27 May 2022
Neural Copula: A unified framework for estimating generic high-dimensional Copula functions Zhi Zeng Ting Wang 198 6 0 23 May 2022
COMET Flows: Towards Generative Modeling of Multivariate Extremes and Tail Dependence Andrew McDonald Pang-Ning Tan Lifeng Luo 64 10 0 02 May 2022
Implicit Generative Copulas Tim Janke M. Ghanmi F. Steinke 133 21 0 29 Sep 2021
Semiparametric bivariate extreme-value copulas Javier Fernández Serrano 82 0 0 23 Sep 2021
Generative Archimedean Copulas Yuting Ng Ali Hasan Khalil Elkhalil Vahid Tarokh 125 7 0 22 Feb 2021
Multivariate time-series modeling with generative neural networks Marius Hofert Avinash Prasad Mu Zhu 123 7 0 25 Feb 2020