Causal Discovery with Inverted Self-attention for Multivariate Time Series

Yusen Liu, Yong Wang, Yifan Yin +3

Causal discovery in multivariate time series data is challenging due to complex interactions, high dimensionality, and nonlinear dependencies among variables. Existing methods ofte…