Distance Learner: Incorporating Manifold Prior to Model Training

Aditya Chetan, Nipun Kwatra

The manifold hypothesis (real world data concentrates near low-dimensional manifolds) is suggested as the principle behind the effectiveness of machine learning algorithms in very…