Amortized Causal Discovery with Prior-Fitted Networks

Mateusz Sypniewski, Mateusz Olko, Mateusz Gajewski +1

In recent years, differentiable penalized likelihood methods have gained popularity, optimizing the causal structure by maximizing its likelihood with respect to the data. However,…