2023
GRACE-C: Generalized Rate Agnostic Causal Estimation via Constraints
ICLR 2023top-25%
Graphical structures estimated by causal learning algorithms from time series data can provide highly misleading causal information if the causal timescale of the generating process fails to match the measurement timescale of the data. Existing algorithms provide limited resources to respond to this…