Learning Temporal Causal Structure via Smooth Differentiable Optimization

Tong Zhao, Ce Guo, Wayne Luk +2

Causal discovery with instantaneous effects in multivariate time series is challenging, as the instantaneous structure must be acyclic. Prior methods enforce this by either separat…