Learning genetic perturbation effects with variational causal inference
Fig 5
(A) For OOD test perturbations, the shift is selected to minimize MSE of pseudo-bulk predictions.
(B) Shift values closer to zero result in output predictions closer to control, and larger magnitude shift values result in more distinct perturbational distributions. The shift value that most closely matches the ground truth is .