Semi-Supervised Learning via Compact Latent Space Clustering

Konstantinos Kamnitsas, Daniel C. Castro, Loic Le Folgoc +6

We present a novel cost function for semi-supervised learning of neural networks that encourages compact clustering of the latent space to facilitate separation. The key idea is to…