DNNR: Differential Nearest Neighbors Regression

Youssef Nader, Leon Sixt, Tim Landgraf

K-nearest neighbors (KNN) is one of the earliest and most established algorithms in machine learning. For regression tasks, KNN averages the targets within a neighborhood which pos…