Mask2Cause: Temporal Causal Discovery Beyond Causality in Mean

Omar Muhammad, Pasupuleti Dhruv Shivkant, Deepak N. Subramani

One approach to discovering causal relationships in multivariate time series is to ask whether a variable's history improves prediction of another variable. When this improvement i…