GlyMan: Glycemic Management using Patient-Centric Counterfactuals
Glyman incorporates stakeholders' choices in producing counterfactual explanations to reduce the number of abnormal glycemic events T1D patients encounter.
Sep 25, 2024
ExAct
Existing Counterfactual techniques may not support user preferences to keep certain features unchanged. Can we improve the performance of Counterfactual generation process while ensurinf that user preferences are reflected in the produced counterfactuals?
Oct 5, 2023
Designing User-Centric Behavioral Interventions to Prevent Dysglycemia with Novel Counterfactual Explanations
GlyCoach presents a novel approach to charaterize the decision boundary of a model and leverage it to generate counterfactual expalantions reflecting user preferences.
Oct 1, 2023