From Distance Correlation to Multiscale Graph Correlation

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From Distance Correlation to Multiscale Graph Correlation

26 October 2017

Carey E. Priebe

Joshua T. Vogelstein

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Papers citing "From Distance Correlation to Multiscale Graph Correlation"

12 / 12 papers shown

Title
Explaining Categorical Feature Interactions Using Graph Covariance and LLMs Cencheng Shen Darren Edge Jonathan Larson Carey E. Priebe 107 1 0 28 Jan 2025
A fast and accurate kernel-based independence test with applications to high-dimensional and functional data Jin-Ting Zhang Tianming Zhu 27 2 0 03 Jan 2023
Extremal properties of evolving networks: local dependence and heavy tails Natalia Markovich 21 3 0 24 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
Unifying Pairwise Interactions in Complex Dynamics Oliver M. Cliff Annie G. Bryant J. Lizier N. Tsuchiya Ben D. Fulcher 67 41 0 28 Jan 2022
Efficient Bayesian Optimization using Multiscale Graph Correlation T. Kanazawa 62 2 0 17 Mar 2021
Inducing a hierarchy for multi-class classification problems Hayden S. Helm Weiwei Yang Sujeeth Bharadwaj Kate Lytvynets Oriana Riva Christopher M. White Ali Geisa Carey E. Priebe 49 7 0 20 Feb 2021
An AUK-based index for measuring and testing the joint dependence of a random vector G. Afendras M. Markatou A. Vexler 40 0 0 24 Nov 2020
High-Dimensional Independence Testing via Maximum and Average Distance Correlations Cencheng Shen Yuexiao Dong 104 8 0 04 Jan 2020
The Chi-Square Test of Distance Correlation Cencheng Shen Sambit Panda Joshua T. Vogelstein 98 63 0 27 Dec 2019
The Exact Equivalence of Distance and Kernel Methods for Hypothesis Testing Cencheng Shen Joshua T. Vogelstein 105 44 0 14 Jun 2018
Discovering and Deciphering Relationships Across Disparate Data Modalities Joshua T. Vogelstein Eric W. Bridgeford Qing Wang Carey E. Priebe Mauro Maggioni Cencheng Shen 144 39 0 16 Sep 2016