Measuring and testing dependence by correlation of distances

28 March 2008

Papers citing "Measuring and testing dependence by correlation of distances"

49 / 99 papers shown

Title
XDEEP-MSI: Explainable Bias-Rejecting Microsatellite Instability Deep Learning System In Colorectal Cancer A. Bustos A. Payá A. Torrubia R. Jover X. Llor X. Bessa A. Castells C. Alenda 13 11 0 28 Oct 2021
Data-Driven Representations for Testing Independence: Modeling, Analysis and Connection with Mutual Information Estimation Mauricio E. Gonzalez Jorge F. Silva M. Videla Marcos E. Orchard 19 10 0 27 Oct 2021
Private measurement of nonlinear correlations between data hosted across multiple parties Praneeth Vepakomma Subha Nawer Pushpita Ramesh Raskar 12 2 0 19 Oct 2021
On a multivariate copula-based dependence measure and its estimation Florian Griessenberger R. Junker W. Trutschnig 69 25 0 27 Sep 2021
A Cautionary Tale of Decorrelating Theory Uncertainties A. Ghosh Benjamin Nachman 17 17 0 16 Sep 2021
UnSplit: Data-Oblivious Model Inversion, Model Stealing, and Label Inference Attacks Against Split Learning Ege Erdogan Alptekin Kupcu A. E. Cicek FedML MIACV 21 77 0 20 Aug 2021
The Bias-Variance Tradeoff of Doubly Robust Estimator with Targeted $L_1$ regularized Neural Networks Predictions M. Rostami O. Saarela M. Escobar 32 1 0 02 Aug 2021
Subset Privacy: Draw from an Obfuscated Urn G. Wang Jie Ding 11 2 0 02 Jul 2021
Measuring dependence between random vectors via optimal transport Gilles Mordant Johan Segers OT 11 24 0 28 Apr 2021
Efficient Bayesian Optimization using Multiscale Graph Correlation T. Kanazawa 17 2 0 17 Mar 2021
BEAUTY Powered BEAST Kai Zhang Zhigen Zhao Wen-Xin Zhou 13 8 0 01 Mar 2021
Using Distance Correlation for Efficient Bayesian Optimization T. Kanazawa 31 3 0 17 Feb 2021
Learning Intents behind Interactions with Knowledge Graph for Recommendation Xiang Wang Tinglin Huang Dingxian Wang Yancheng Yuan Zhenguang Liu Xiangnan He Tat-Seng Chua 80 413 0 14 Feb 2021
Asymmetric Private Set Intersection with Applications to Contact Tracing and Private Vertical Federated Machine Learning Nick Angelou Ayoub Benaissa Bogdan Cebere William Clark A. Hall ... Pavlos Papadopoulos Robin Roehm R. Sandmann Phillipp Schoppmann Tom Titcombe 19 27 0 18 Nov 2020
independence: Fast Rank Tests Chaim Even-Zohar 19 11 0 19 Oct 2020
NoPeek: Information leakage reduction to share activations in distributed deep learning Praneeth Vepakomma Abhishek Singh O. Gupta Ramesh Raskar MIACV FedML 11 84 0 20 Aug 2020
Minimax optimality of permutation tests Ilmun Kim Sivaraman Balakrishnan Larry A. Wasserman 19 47 0 30 Mar 2020
Testing Conditional Independence via Quantile Regression Based Partial Copulas Lasse Petersen N. Hansen 17 14 0 29 Mar 2020
Causal Mosaic: Cause-Effect Inference via Nonlinear ICA and Ensemble Method Pengzhou (Abel) Wu Kenji Fukumizu CML 22 26 0 07 Jan 2020
The Chi-Square Test of Distance Correlation Cencheng Shen Sambit Panda Joshua T. Vogelstein 14 57 0 27 Dec 2019
Identification of Interaction Clusters Using a Semi-supervised Hierarchical Clustering Method Yu Chen Yuanyuan Yang Yaochu Jin Xiufen Zou 6 0 0 20 Oct 2019
Measurement Dependence Inducing Latent Causal Models Alex Markham Moritz Grosse-Wentrup CML 11 15 0 19 Oct 2019
Multivariate Rank-based Distribution-free Nonparametric Testing using Measure Transportation Nabarun Deb B. Sen 26 129 0 18 Sep 2019
AMIC: An Adaptive Information Theoretic Method to Identify Multi-Scale Temporal Correlations in Big Time Series Data -- Accepted Version N. Ho H. Vo M. Vu T. Pedersen AI4TS 8 13 0 24 Jun 2019
On the Detection of Mutual Influences and Their Consideration in Reinforcement Learning Processes Stefan Rudolph Sven Tomforde J. Hähner 14 1 0 10 May 2019
SECNLP: A Survey of Embeddings in Clinical Natural Language Processing Katikapalli Subramanyam Kalyan S. Sangeetha 12 82 0 04 Mar 2019
New statistical methodology for second level global sensitivity analysis Anouar Meynaoui A. Marrel Béatrice Laurent 22 14 0 19 Feb 2019
Generative Adversarial Networks for geometric surfaces prediction in injection molding Pierre Nagorny Thomas Lacombe H. Favrelière Maurice Pillet É. Pairel R. Goff Marlène Wali Jérôme Loureaux Patrice Kiener GAN AI4CE 11 2 0 29 Jan 2019
Tests for validity of the semiparametric heteroskedastic transformation model M. Hušková S. Meintanis C. Pretorius 19 2 0 09 Jan 2019
An Overview of Computational Approaches for Interpretation Analysis Philipp Blandfort Jörn Hees D. Patton 19 2 0 09 Nov 2018
The conditional permutation test for independence while controlling for confounders Thomas B. Berrett Yi Wang Rina Foygel Barber R. Samworth 30 16 0 14 Jul 2018
Distance covariance for discretized stochastic processes H. Dehling Muneya Matsui T. Mikosch G. Samorodnitsky L. Tafakori 17 14 0 25 Jun 2018
Causal Inference on Discrete Data via Estimating Distance Correlations Furui Liu L. Chan CML 11 31 0 21 Mar 2018
Threshold Selection for Multivariate Heavy-Tailed Data Phyllis Wan Richard A. Davis 19 14 0 03 Jul 2017
Decorrelation of Neutral Vector Variables: Theory and Applications Zhanyu Ma Jing-Hao Xue A. Leijon Z. Tan Zhen Yang Jun Guo 19 114 0 30 May 2017
BET on Independence Kai Zhang 13 47 0 17 Oct 2016
Multivariate tests of association based on univariate tests R. Heller Yair Heller CoGe 10 26 0 10 Mar 2016
Modular Autoencoders for Ensemble Feature Extraction Henry W. J. Reeve Gavin Brown 24 8 0 23 Nov 2015
On the use of reproducing kernel Hilbert spaces in functional classification J. Berrendero Antonio Cuevas J. L. Torrecilla 21 51 0 15 Jul 2015
Sequential Nonparametric Testing with the Law of the Iterated Logarithm Akshay Balsubramani Aaditya Ramdas 22 77 0 10 Jun 2015
An Empirical Study of Leading Measures of Dependence David N. Reshef Yakir A. Reshef Pardis C Sabeti Michael Mitzenmacher 30 18 0 09 May 2015
Equitability, interval estimation, and statistical power Yakir A. Reshef David N. Reshef Pardis C Sabeti Michael Mitzenmacher 22 11 0 09 May 2015
A Generalization of an Integral Arising in the Theory of Distance Correlation J. Dueck Dominic Edelmann Donald Richards 39 12 0 05 Nov 2014
Fast Computing for Distance Covariance X. Huo G. Székely 30 129 0 06 Oct 2014
A low variance consistent test of relative dependency Wacha Bounliphone A. Gretton A. Tenenhaus Matthew Blaschko 46 9 0 15 Jun 2014
Effect of Different Distance Measures on the Performance of K-Means Algorithm: An Experimental Study in Matlab Dibya Jyoti Bora A. Gupta 33 125 0 29 May 2014
On the optimal estimation of probability measures in weak and strong topologies Bharath K. Sriperumbudur OT 52 64 0 30 Oct 2013
B-tests: Low Variance Kernel Two-Sample Tests Wojciech Zaremba A. Gretton Matthew Blaschko 43 23 0 08 Jul 2013
A consistent test of independence based on a sign covariance related to Kendall's tau Wicher P. Bergsma A. Dassios 87 129 0 24 Jul 2010