structural causal model

5 papers

• A Counterfactual Semantics for Hybrid Dynamical Systems
• Counterfactual Reasoning for Steerable Pluralistic Value Alignment of Large Language Models
• Do You Really Need Public Data? Surrogate Public Data for Differential Privacy on Tabular Data
• Learning Counterfactual Outcomes Under Rank Preservation
• Novel Class Discovery for Point Cloud Segmentation via Joint Learning of Causal Representation and Reasoning