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johnsanterre.github.io
counterfactual inference
A method that examines the potential outcomes of actions not taken, helping to understand causal effects and improve decision-making processes in AI.
5 papers
Abstract Counterfactuals for Language Model Agents
Causal Discovery and Inference through Next-Token Prediction
Counterfactual Identifiability via Dynamic Optimal Transport
Cyclic Counterfactuals under Shift–Scale Interventions
Learning Counterfactual Outcomes Under Rank Preservation