SCOUT recovers nonlinear cyclic causal graphs and unknown soft intervention targets from interventional data using contractive residual flows and neural spline flows to maximize log-likelihood.
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SCOUT: Cyclic Causal Discovery Under Soft Interventions with Unknown Targets
SCOUT recovers nonlinear cyclic causal graphs and unknown soft intervention targets from interventional data using contractive residual flows and neural spline flows to maximize log-likelihood.