Causal Discovery as Dialectical Aggregation: A Quantitative Argumentation Framework
arXiv:2604.23633v1 Announce Type: new
Abstract: Constraint-based causal discovery is brittle in finite-sample regimes because erroneous conditional-independence (CI) decisions can cascade into substantial structural errors. We propose Quantitative Arg…