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1301.7745
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Equitability, mutual information, and the maximal information coefficient
31 January 2013
J. Kinney
G. Atwal
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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
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Fang Han
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0
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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
Xin Du
Lei Sun
W. Duivesteijn
Alexander G. Nikolaev
Mykola Pechenizkiy
OOD
CML
79
44
0
30 Apr 2019
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
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
Mathias Drton
Fang Han
Hongjian Shi
85
43
0
14 Dec 2018
Learning Speaker Representations with Mutual Information
Mirco Ravanelli
Yoshua Bengio
SSL
DRL
102
91
0
01 Dec 2018
The Hellinger Correlation
G. Geenens
P. Lafaye De Micheaux
108
32
0
24 Oct 2018
Adaptive Geo-Topological Independence Criterion
Baihan Lin
N. Kriegeskorte
64
1
0
06 Oct 2018
Monte Carlo Dependency Estimation
Edouard Fouché
Klemens Böhm
25
4
0
04 Oct 2018
Statistical dependence: Beyond Pearson's
ρ
ρ
ρ
D. Tjøstheim
Haakon Otneim
Baard Stove
74
40
0
27 Sep 2018
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
Kiran Karra
L. Mili
13
1
0
30 Apr 2018
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
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
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
Thomas B. Berrett
R. Samworth
111
102
0
17 Nov 2017
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
Kiran Karra
L. Mili
30
8
0
20 Mar 2017
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
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
Gautier Marti
Sébastien Andler
Frank Nielsen
Philippe Donnat
59
8
0
30 Oct 2016
BET on Independence
Kai Zhang
99
49
0
17 Oct 2016
Demystifying Fixed k-Nearest Neighbor Information Estimators
Weihao Gao
Sewoong Oh
Pramod Viswanath
103
138
0
11 Apr 2016
The deterministic information bottleneck
D. Strouse
D. Schwab
99
135
0
01 Apr 2016
Optimal Copula Transport for Clustering Multivariate Time Series
Gautier Marti
Frank Nielsen
Philippe Donnat
OT
AI4TS
133
8
0
27 Sep 2015
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
David N. Reshef
Yakir A. Reshef
Pardis C Sabeti
Michael Mitzenmacher
80
18
0
09 May 2015
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
Yakir A. Reshef
David N. Reshef
Pardis C Sabeti
Michael Mitzenmacher
84
11
0
09 May 2015
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
Shuyang Gao
Greg Ver Steeg
Aram Galstyan
156
199
0
07 Nov 2014
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
Wacha Bounliphone
Arthur Gretton
A. Tenenhaus
Matthew Blaschko
102
8
0
15 Jun 2014
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
J. Kinney
G. Atwal
126
22
0
15 Dec 2012
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