Counterfactual Explanations and Model Reconstruction
Explored how the additional information provided by counterfactual explanations can be exploited for reconstructing a surrogate model. The work was later extended to multiple directions including retrieving counterfactual explanations in private and data-efficient LLM distillation using counterfactual explanations.
