Density-sensitive semisupervised inference

Martin Azizyan, Aarti Singh, Larry Wasserman

Semisupervised methods are techniques for using labeled data $(X_1,Y_1),\dots ,(X_n,Y_n)$ together with unlabeled data $X_{n+1},\dots ,X_N$ to make predictions. These methods invok…