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independence testing

27 papers

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Co-occurring keywords

kernel methods (1097) statistical testing (98) statistical test (47) independence test (14) mutual information (724) hypothesis testing (254) nonparametric testing (19) hilbert-schmidt independence criterion (46) causal discovery (460) differential privacy (1016)

Papers

On Ranking-based Tests of Independence AISTATS 2024
The Minimax Rate of HSIC Estimation for Translation-Invariant Kernels NIPS 2024
Max-Sliced Mutual Information NIPS 2023
Sequential Predictive Two-Sample and Independence Testing NIPS 2023
Cause-Effect Inference in Location-Scale Noise Models: Maximum Likelihood vs. Independence Testing NIPS 2023
Independence Testing-Based Approach to Causal Discovery under Measurement Error and Linear Non-Gaussian Models NIPS 2022
Non-parametric inference of relational dependence UAI 2022
Entropy Regularized Optimal Transport Independence Criterion AISTATS 2022
Independence Testing for Bounded Degree Bayesian Networks NIPS 2022
Exponentially Improved Dimensionality Reduction for l1: Subspace Embeddings and Independence Testing COLT 2021
Towards Non-Parametric Drift Detection via Dynamic Adapting Window Independence Drift Detection (DAWIDD) ICML 2020
MeDIL: A Python Package for Causal Modelling PGM 2020
Triad Constraints for Learning Causal Structure of Latent Variables NIPS 2019
Private Testing of Distributions via Sample Permutations NIPS 2019
Local Private Hypothesis Testing: Chi-Square Tests ICML 2018
An Adaptive Test of Independence with Analytic Kernel Embeddings ICML 2017
Tests of Mutual or Serial Independence of Random Vectors with Applications JMLR 2017
Kernel Feature Selection via Conditional Covariance Minimization NIPS 2017
Relevant Path Separation: A Faster Method for Testing Independencies in Bayesian Networks PGM 2016
Differentially Private Chi-Squared Hypothesis Testing: Goodness of Fit and Independence Testing ICML 2016
Multivariate tests of association based on univariate tests NIPS 2016
Measuring Dependence Powerfully and Equitably JMLR 2016
Statistical analysis of coupled time series with Kernel Cross-Spectral Density operators. NIPS 2013
A Kernel Test for Three-Variable Interactions NIPS 2013
Estimation of Information Theoretic Measures for Continuous Random Variables NIPS 2008