Demystifying amortized causal discovery with transformers

Francesco Montagna, Max Cairney-Leeming, Dhanya Sridhar +1

Supervised learning for causal discovery from observational data often achieves competitive performance despite seemingly avoiding the explicit assumptions that traditional methods…