Unsupervised Feature Extraction by Time-Contrastive Learning and Nonlinear ICA

Aapo Hyvarinen, Hiroshi Morioka

Nonlinear independent component analysis (ICA) provides an appealing framework for unsupervised feature learning, but the models proposed so far are not identifiable. Here, we firs…