Conference
Open access
Sep 2026
NN-kNN for Regression: Accurate Prediction from Interpretable Retrieval
This paper introduces three modular components: an attention mechanism that weights the contribution of retrieved cases, a locality-aware regularizer that favors label-similar neighbors, and an optional case adaptation module that refines the retrieved estimate.
Xiaomeng Ye, Yu Wang, David B. Leake et al.
· Proceedings of the Thirty-Fi... · 0 citations