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Some samples of the results of knowledge idea in causal inference are: the usage of directed information and facts, minimal entropy couplings and common entropy for bivariate causal discovery; the use of the knowledge bottleneck basic principle with apps during the generalization of device Mastering versions; examining causal structures of deep neu