From Observations to Causations: A GNN-based Probabilistic Prediction Framework for Causal Discovery

Rezaur Rashid, Gabriel Terejanu

Causal discovery from observational data is challenging, especially with large datasets and complex relationships. Traditional methods often struggle with scalability and capturing…