Tag: joint

Learning Joint Interventional Effects from Single-Variable Interventions in Additive Models arXiv:2506.04945v1 Announce Type: new Abstract: Estimating causal effects of joint interventions on multiple variables is crucial in many domains, but obtaining data from such simultaneous interventions can be challenging. Our study explores how to learn joint interventional effects using only observational data and single-variable interventions.…