Copula-based Kernel Dependency Measures

18 June 2012

Papers citing "Copula-based Kernel Dependency Measures"

28 / 28 papers shown

Title
Permutation-Free High-Order Interaction Tests Zhaolu Liu Robert L. Peach Mauricio Barahona 57 0 0 06 Jun 2025
Information-Theoretic Measures on Lattices for High-Order Interactions Zhaolu Liu Mauricio Barahona Robert L. Peach 144 1 0 13 Mar 2025
Study Features via Exploring Distribution Structure Chunxu Cao Qiang Zhang 47 0 0 15 Jan 2024
Scalable Infomin Learning Yanzhi Chen Wei-Der Sun Yingzhen Li Adrian Weller 102 8 0 21 Feb 2023
Distribution-free joint independence testing and robust independent component analysis using optimal transport Ziang Niu B. Bhattacharya 67 2 0 28 Nov 2022
Copula Density Neural Estimation N. A. Letizia Andrea M. Tonello Andrea M. Tonello 92 7 0 25 Nov 2022
Measuring Statistical Dependencies via Maximum Norm and Characteristic Functions P. Daniušis Shubham Juneja Lukas Kuzma Virginijus Marcinkevičius 57 1 0 16 Aug 2022
Inference and Sampling for Archimax Copulas Yuting Ng Ali Hasan Vahid Tarokh 71 5 0 27 May 2022
On The Energy Statistics of Feature Maps in Pruning of Neural Networks with Skip-Connections Mohammadreza Soltani Suya Wu Yuerong Li Jie Ding Vahid Tarokh 3DPC 41 0 0 26 Jan 2022
Measuring Dependence with Matrix-based Entropy Functional Shujian Yu Francesco Alesiani Xi Yu Robert Jenssen José C. Príncipe 57 24 0 25 Jan 2021
Learning Unbiased Representations via Rényi Minimization Vincent Grari Oualid El Hajouji Sylvain Lamprier Marcin Detyniecki FaML 63 21 0 07 Sep 2020
Fairness-Aware Neural Réyni Minimization for Continuous Features Vincent Grari Boris Ruf Sylvain Lamprier Marcin Detyniecki 53 29 0 12 Nov 2019
Some New Copula Based Distribution-free Tests of Independence among Several Random Variables Angshuman Roy A. Ghosh A. Goswami C. A. Murthy 33 10 0 19 Mar 2019
Adaptive test of independence based on HSIC measures Mélisande Albert Béatrice Laurent A. Marrel Anouar Meynaoui 38 3 0 18 Feb 2019
The Hellinger Correlation G. Geenens P. Lafaye De Micheaux 108 32 0 24 Oct 2018
Sum-Product Networks for Hybrid Domains Alejandro Molina Antonio Vergari Nicola Di Mauro Sriraam Natarajan F. Esposito Kristian Kersting TPM 23 0 0 09 Oct 2017
From Review to Rating: Exploring Dependency Measures for Text Classification Sam Cunningham-Nelson Mahsa Baktash W. Boles 28 1 0 04 Sep 2017
Multivariate Dependency Measure based on Copula and Gaussian Kernel Angshuman Roy A. Goswami C. A. Murthy 34 1 0 24 Aug 2017
Detecting Dependencies in Sparse, Multivariate Databases Using Probabilistic Programming and Non-parametric Bayes Feras A. Saad Vikash K. Mansinghka 60 14 0 05 Nov 2016
Exploring and measuring non-linear correlations: Copulas, Lightspeed Transportation and Clustering Gautier Marti Sébastien Andler Frank Nielsen Philippe Donnat 61 8 0 30 Oct 2016
From Dependence to Causation David Lopez-Paz OOD CML 179 26 0 12 Jul 2016
Large-Scale Kernel Methods for Independence Testing Qinyi Zhang Sarah Filippi Arthur Gretton Dino Sejdinovic 124 133 0 25 Jun 2016
Optimal Copula Transport for Clustering Multivariate Time Series Gautier Marti Frank Nielsen Philippe Donnat OT AI4TS 135 8 0 27 Sep 2015
Toward a generic representation of random variables for machine learning Gautier Marti P. Very Philippe Donnat CML 61 17 0 02 Jun 2015
Equitability of Dependence Measure Hangjin Jiang Kan Liu Yiming Ding 52 1 0 09 Jan 2015
Information Theoretical Estimators Toolbox Z. Szabó 74 119 0 08 May 2014
Dependence Measure for non-additive model Hangjin Jiang Yiming Ding 52 1 0 06 Oct 2013
The Randomized Dependence Coefficient David Lopez-Paz Philipp Hennig Bernhard Schölkopf 117 193 0 29 Apr 2013