Causal survival embeddings: non-parametric counterfactual inference under censoring

Carlos García-Meixide, Marcos Matabuena

Model-free time-to-event regression under confounding presents challenges due to biases introduced by causal and censoring sampling mechanisms. This phenomenology poses problems fo…