Integrity Constraints Revisited: From Exact to Approximate Implication
Integrity constraints such as functional dependencies (FD) and multi-valued dependencies (MVD) are fundamental in database schema design.Likewise, probabilistic conditional independences (CI) are crucial for reasoning about multivariate probability distributions.The implication problem studies whether a set of constraints (antecedents) implies anot