Supplementary Material for " Multi-task Causal Learning with Gaussian Processes "

Eq. (4) gives the causal operator.1.2 The set C represents the smallest set for which Eq. (2) holds. The conditions in Theorem 3.1 allow for full transfer across all intervention functions in This is equivalent to sampling from the mutilated graph. We compute the integrals in Eqs. Finally, we fix the variance in the likelihood of Eq.