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independence criterion

6 papers

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Co-occurring keywords · papers mentioning both

kernel methods (2) independence testing (2) hilbert-schmidt independence criterion (2) statistical testing (2) finite basis approximation (1) deep learning application (1) integral probability metric (1) parts-based representation (1) diversity term (1) mutual independence (1)

Papers

Cause-effect inference through spectral independence in linear dynamical systems: theoretical foundations CLeaR 2022 Entropy Regularized Optimal Transport Independence Criterion AISTATS 2022 A Linear-time Independence Criterion Based on a Finite Basis Approximation AISTATS 2020 Sobolev Independence Criterion NeurIPS 2019 Multi-Component Nonnegative Matrix Factorization IJCAI 2017 Tests of Mutual or Serial Independence of Random Vectors with Applications JMLR 2017