Explaining k-Nearest Neighbors: Abductive and Counterfactual Explanations

Pablo Barceló, Alexander Kozachinskiy, Miguel Romero Orth +2

Despite the wide use of $k$-Nearest Neighbors as classification models, their explainability properties remain poorly understood from a theoretical perspective. While nearest neigh…