Optimal Counterfactual Explanations for k-Nearest Neighbors Using Mathematical Optimization and Constraint Programming

Claudio Contardo, Ricardo Fukasawa, Louis-Martin Rousseau, Thibaut Vidal. Optimal Counterfactual Explanations for k-Nearest Neighbors Using Mathematical Optimization and Constraint Programming. In Amitabh Basu, Ali Ridha Mahjoub, Juan José Salazar González, editors, Combinatorial Optimization - 8th International Symposium, ISCO 2024, La Laguna, Tenerife, Spain, May 22-24, 2024, Revised Selected Papers. Volume 14594 of Lecture Notes in Computer Science, pages 318-331, Springer, 2024. [doi]

Abstract

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