Causal Relational Learning
Salimi B, Parikh H, Kayali M, Getoor L, Roy S, Suciu D. Causal Relational Learning. 2020, 241-256. DOI: 10.1145/3318464.3389759.Peer-Reviewed Original ResearchRelational dataDatalog-like rulesMultiple relational tablesComplex relational structuresDeclarative languageRelational tablesExperimental evaluationReal-world settingsCost constraintsRelational domainsInferenceRelational structureCausal inferenceDecision makingScientific discoverySocial sciencesHeterogeneous elementsDomainInformed decision makingHomogeneous elementsFrameworkRulesConstraintsLanguageData
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