causal effects

6 papers

• CausalPFN: Amortized Causal Effect Estimation via In-Context Learning
• Conformal Prediction for Causal Effects of Continuous Treatments
• DeCaFlow: A deconfounding causal generative model
• Identifying Macro Causal Effects in C-DMGs over DMGs
• Local Learning for Covariate Selection in Nonparametric Causal Effect Estimation with Latent Variables
• Towards Understanding Safety Alignment: A Mechanistic Perspective from Safety Neurons