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Equitability, mutual information, and the maximal information
  coefficient

Equitability, mutual information, and the maximal information coefficient

31 January 2013
J. Kinney
G. Atwal
ArXiv (abs)PDFHTML

Papers citing "Equitability, mutual information, and the maximal information coefficient"

36 / 86 papers shown
Title
Distribution-free consistent independence tests via center-outward ranks
  and signs
Distribution-free consistent independence tests via center-outward ranks and signs
Hongjian Shi
Mathias Drton
Fang Han
121
14
0
22 Sep 2019
A Plug-in Method for Representation Factorization in Connectionist
  Models
A Plug-in Method for Representation Factorization in Connectionist Models
Jee Seok Yoon
Wonjun Ko
Heung-Il Suk
50
1
0
27 May 2019
Adversarial Balancing-based Representation Learning for Causal Effect
  Inference with Observational Data
Adversarial Balancing-based Representation Learning for Causal Effect Inference with Observational Data
Xin Du
Lei Sun
W. Duivesteijn
Alexander G. Nikolaev
Mykola Pechenizkiy
OODCML
79
44
0
30 Apr 2019
Unsupervised and Unregistered Hyperspectral Image Super-Resolution with
  Mutual Dirichlet-Net
Unsupervised and Unregistered Hyperspectral Image Super-Resolution with Mutual Dirichlet-Net
Ying Qu
Hairong Qi
C. Kwan
Naoto Yokoya
Jocelyn Chanussot
128
73
0
27 Apr 2019
InfoBot: Transfer and Exploration via the Information Bottleneck
InfoBot: Transfer and Exploration via the Information Bottleneck
Anirudh Goyal
Riashat Islam
Daniel Strouse
Zafarali Ahmed
M. Botvinick
Hugo Larochelle
Yoshua Bengio
Sergey Levine
OffRL
129
167
0
30 Jan 2019
High dimensional consistent independence testing with maxima of rank
  correlations
High dimensional consistent independence testing with maxima of rank correlations
Mathias Drton
Fang Han
Hongjian Shi
85
43
0
14 Dec 2018
Learning Speaker Representations with Mutual Information
Learning Speaker Representations with Mutual Information
Mirco Ravanelli
Yoshua Bengio
SSLDRL
102
91
0
01 Dec 2018
The Hellinger Correlation
The Hellinger Correlation
G. Geenens
P. Lafaye De Micheaux
108
32
0
24 Oct 2018
Adaptive Geo-Topological Independence Criterion
Adaptive Geo-Topological Independence Criterion
Baihan Lin
N. Kriegeskorte
64
1
0
06 Oct 2018
Monte Carlo Dependency Estimation
Monte Carlo Dependency Estimation
Edouard Fouché
Klemens Böhm
25
4
0
04 Oct 2018
Statistical dependence: Beyond Pearson's $ρ$
Statistical dependence: Beyond Pearson's ρρρ
D. Tjøstheim
Haakon Otneim
Baard Stove
74
40
0
27 Sep 2018
Multiscale Fisher's Independence Test for Multivariate Dependence
Multiscale Fisher's Independence Test for Multivariate Dependence
S. Gorsky
L. Ma
45
8
0
18 Jun 2018
On the Effect of Suboptimal Estimation of Mutual Information in Feature
  Selection and Classification
On the Effect of Suboptimal Estimation of Mutual Information in Feature Selection and Classification
Kiran Karra
L. Mili
13
1
0
30 Apr 2018
Mutual Information Maximization for Simple and Accurate Part-Of-Speech
  Induction
Mutual Information Maximization for Simple and Accurate Part-Of-Speech Induction
K. Stratos
49
26
0
20 Apr 2018
Efficient Learning of Optimal Markov Network Topology with k-Tree
  Modeling
Efficient Learning of Optimal Markov Network Topology with k-Tree Modeling
Liang Ding
D. Chang
R. Malmberg
Aaron Martínez
David Robinson
Matthew Wicker
Hongfei Yan
Liming Cai
65
25
0
21 Jan 2018
MINE: Mutual Information Neural Estimation
MINE: Mutual Information Neural Estimation
Mohamed Ishmael Belghazi
A. Baratin
Sai Rajeswar
Sherjil Ozair
Yoshua Bengio
Aaron Courville
R. Devon Hjelm
DRL
270
1,287
0
12 Jan 2018
Nonparametric independence testing via mutual information
Nonparametric independence testing via mutual information
Thomas B. Berrett
R. Samworth
111
102
0
17 Nov 2017
Symmetric Rank Covariances: a Generalised Framework for Nonparametric
  Measures of Dependence
Symmetric Rank Covariances: a Generalised Framework for Nonparametric Measures of Dependence
Luca Weihs
Mathias Drton
N. Meinshausen
72
63
0
18 Aug 2017
Copula Index for Detecting Dependence and Monotonicity between
  Stochastic Signals
Copula Index for Detecting Dependence and Monotonicity between Stochastic Signals
Kiran Karra
L. Mili
30
8
0
20 Mar 2017
A Copula Statistic for Measuring Nonlinear Multivariate Dependence
A Copula Statistic for Measuring Nonlinear Multivariate Dependence
M. B. Hassine
L. Mili
Kiran Karra
11
4
0
21 Dec 2016
Fast Non-Parametric Tests of Relative Dependency and Similarity
Fast Non-Parametric Tests of Relative Dependency and Similarity
Wacha Bounliphone
Eugene Belilovsky
A. Tenenhaus
Ioannis Antonoglou
Arthur Gretton
Matthew B. Blashcko
60
1
0
17 Nov 2016
Exploring and measuring non-linear correlations: Copulas, Lightspeed
  Transportation and Clustering
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
BET on Independence
BET on Independence
Kai Zhang
99
49
0
17 Oct 2016
Demystifying Fixed k-Nearest Neighbor Information Estimators
Demystifying Fixed k-Nearest Neighbor Information Estimators
Weihao Gao
Sewoong Oh
Pramod Viswanath
103
138
0
11 Apr 2016
The deterministic information bottleneck
The deterministic information bottleneck
D. Strouse
D. Schwab
99
135
0
01 Apr 2016
Optimal Copula Transport for Clustering Multivariate Time Series
Optimal Copula Transport for Clustering Multivariate Time Series
Gautier Marti
Frank Nielsen
Philippe Donnat
OTAI4TS
133
8
0
27 Sep 2015
Learning quantitative sequence-function relationships from massively
  parallel experiments
Learning quantitative sequence-function relationships from massively parallel experiments
G. Atwal
J. Kinney
46
26
0
30 May 2015
An Empirical Study of Leading Measures of Dependence
An Empirical Study of Leading Measures of Dependence
David N. Reshef
Yakir A. Reshef
Pardis C Sabeti
Michael Mitzenmacher
80
18
0
09 May 2015
Measuring dependence powerfully and equitably
Measuring dependence powerfully and equitably
Yakir A. Reshef
David N. Reshef
H. Finucane
Pardis C Sabeti
Michael Mitzenmacher
180
82
0
09 May 2015
Equitability, interval estimation, and statistical power
Equitability, interval estimation, and statistical power
Yakir A. Reshef
David N. Reshef
Pardis C Sabeti
Michael Mitzenmacher
84
11
0
09 May 2015
Equitability of Dependence Measure
Equitability of Dependence Measure
Hangjin Jiang
Kan Liu
Yiming Ding
48
1
0
09 Jan 2015
Efficient Estimation of Mutual Information for Strongly Dependent
  Variables
Efficient Estimation of Mutual Information for Strongly Dependent Variables
Shuyang Gao
Greg Ver Steeg
Aram Galstyan
156
199
0
07 Nov 2014
Theoretical Foundations of Equitability and the Maximal Information
  Coefficient
Theoretical Foundations of Equitability and the Maximal Information Coefficient
Yakir A. Reshef
David N. Reshef
Pardis C Sabeti
Michael Mitzenmacher
FAtt
52
11
0
21 Aug 2014
A low variance consistent test of relative dependency
A low variance consistent test of relative dependency
Wacha Bounliphone
Arthur Gretton
A. Tenenhaus
Matthew Blaschko
102
8
0
15 Jun 2014
The Generalized Mean Information Coefficient
The Generalized Mean Information Coefficient
Alexander Luedtke
Linh-Tam Tran
70
10
0
26 Aug 2013
Parametric inference in the large data limit using maximally informative
  models
Parametric inference in the large data limit using maximally informative models
J. Kinney
G. Atwal
126
22
0
15 Dec 2012
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