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1206.4682
Cited By
Copula-based Kernel Dependency Measures
18 June 2012
Barnabás Póczós
Zoubin Ghahramani
J. Schneider
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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
55
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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
36
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
21
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
32
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
59
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
133
8
0
27 Sep 2015
Toward a generic representation of random variables for machine learning
Gautier Marti
P. Very
Philippe Donnat
CML
59
17
0
02 Jun 2015
Equitability of Dependence Measure
Hangjin Jiang
Kan Liu
Yiming Ding
50
1
0
09 Jan 2015
Information Theoretical Estimators Toolbox
Z. Szabó
72
119
0
08 May 2014
Dependence Measure for non-additive model
Hangjin Jiang
Yiming Ding
50
1
0
06 Oct 2013
The Randomized Dependence Coefficient
David Lopez-Paz
Philipp Hennig
Bernhard Schölkopf
115
193
0
29 Apr 2013
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