A Unifying Probabilistic Perspective for Spectral Dimensionality Reduction
Neil David Lawrence · arXiv (Cornell University) · 2010
We introduce a new perspective on spectral dimensionality reduction which views these methods as Gaussian Markov random fields (GRFs). Our unifying perspective is based on the maximum entropy princ...