conftrace_

independence test

14 papers

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Co-occurring keywords

kernel methods (1097) independence testing (27) causal discovery (460) statistical testing (98) nonparametric test (21) hilbert-schmidt independence criterion (46) hypothesis testing (254) distribution-free test (3) statistical test (47) graphical model (864)

Papers

On Ranking-based Tests of Independence AISTATS 2024
Revisiting Causal Discovery from a Complexity-Theoretic Perspective IJCAI 2024
Efficiently Learning Significant Fourier Feature Pairs for Statistical Independence Testing NIPS 2024
Multi-Level Wavelet Mapping Correlation for Statistical Dependence Measurement: Methodology and Performance AAAI 2023
Rank-Based Causal Discovery for Post-Nonlinear Models AISTATS 2023
Causal additive models with unobserved variables UAI 2021
Multivariate tests of association based on univariate tests NIPS 2016
Consistent Distribution-Free $K$-Sample and Independence Tests for Univariate Random Variables JMLR 2016
Ancestral Causal Inference NIPS 2016
A Kernel Independence Test for Random Processes ICML 2014
A Kernel Test for Three-Variable Interactions NIPS 2013
Statistical analysis of coupled time series with Kernel Cross-Spectral Density operators. NIPS 2013
Consistent Nonparametric Tests of Independence JMLR 2010
A Kernel Statistical Test of Independence NIPS 2007