Computationally Efficient Learning of Statistical Manifolds

Fan Cheng, Anastasios Panagiotelis, Rob J Hyndman

Analyzing high-dimensional data with manifold learning algorithms often requires searching for the nearest neighbors of all observations. This presents a computational bottleneck i…