Hanin Al Ghothani

On Causal Discovery in the Presence of Deterministic Relations

Many causal discovery methods typically rely on the assumption of independent noise, yet real-life situations often involve deterministic relationships. In these cases, observed variables are represented as deterministic functions of their parental variables without noise. When determinism is presen…