conftrace_

actionable recourse

4 papers

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Co-occurring keywords

counterfactual explanation (139) high-stakes decision (2) knowledge tracing (66) student modeling (38) pac confidence (1) mixed-integer linear optimization (1) ordered counterfactual (1) pac confidence set (1) decision tree (322) feature interaction (103)

Papers

KTCF: Actionable Recourse in Knowledge Tracing via Counterfactual Explanations for Education AAAI 2026
Counterfactual Explanation Trees: Transparent and Consistent Actionable Recourse with Decision Trees AISTATS 2022
Learning Models for Actionable Recourse NIPS 2021
Ordered Counterfactual Explanation by Mixed-Integer Linear Optimization AAAI 2021