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causal_responsibility (549B)


      1 # Causal responsibility
      2 
      3 For a [Boolean_query] Q and [fact] F in an input [relational_database] D, we say that a tuple has "causal responsibility k" if D satisfies Q but there is a set Γ of at most k facts such that D\Γ satisfies Q but D\(Γ cup {F}) does not satisfy Q
      4 - i.e., removing Γ makes F "counterfactual", i.e., it becomes critical for the query to be true
      5 
      6 - [meliou2010complexity]: [dichotomy] on [SJFCQs] in [set_semantics]
      7 - [makhija2023unified]: [dichotomy] on [SJFCQs] in [bag_semantics]
      8   - goes via [MILP]
      9 
     10 Up: [database_theory]