Learning Joint Interventional Effects from Single-Variable Interventions in Additive Models

Armin Kekić, Sergio Hernan Garrido Mejia, Bernhard Schölkopf

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 s…