The local-distance conjecture for autoencoder generalization
Let Dtrain\mathcal{D}_{train}Dtrain and Dtest\mathcal{D}_{test}Dtest be the training and test subsets of the dataset, and let Dmodel∘EmodelD_{model}\circ E_{model}Dmodel∘Emodel be a trained autoencoder. Near each training…