Partial-Hessian Strategies for Fast Learning of Nonlinear Embeddings

Max Vladymyrov, Miguel Carreira-Perpinan

Stochastic neighbor embedding (SNE) and related nonlinear manifold learning algorithms achieve high-quality low-dimensional representations of similarity data, but are notoriously…