Equitability, mutual information, and the maximal information coefficient

31 January 2013

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 Hongjian Shi Mathias Drton Fang Han 121 14 0 22 Sep 2019
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 $ρ$ 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