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mutual independence (1) serial independence (1) distance covariance (1) squared hellinger loss (1) log-concave density (1) independence criterion (1) maximum likelihood estimation (1) independence testing (1) hilbert-schmidt independence criterion (1) statistical testing (1)

Papers

Near-Optimal Sample Complexity Bounds for Maximum Likelihood Estimation of Multivariate Log-concave Densities COLT 2018 Tests of Mutual or Serial Independence of Random Vectors with Applications JMLR 2017