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Counterfactual Maps: What They Are and How to Find Them

Counterfactual maps use volumetric KD trees to find globally optimal counterfactual explanations for tree ensembles via nearest-region search with millisecond queries.

Awa Khouna, Julien Ferry, Thibaut Vidal

Paris Poster Session 5, Fri, Dec 11, 11:30 AM–1:30 PM, Paris Poster Hall · Published 2026

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AI panel: 15 of 20 reviewers recommend it
lenient 5/5
medium 9/10
strict 1/5