2025
Generative Intervention Models for Causal Perturbation Modeling
ICML 2025poster
We consider the problem of predicting perturbation effects via causal models. In many applications, it is a priori unknown which mechanisms of a system are modified by an external perturbation, even though the features of the perturbation are available. For example, in genomics, some properties of a…