Linearly-scalable and entropy-optimal learning of nonstationary and nonlinear manifolds

Illia Horenko

We propose an Entropy-Optimal Manifold Clustering (EOMC) - and show that it mitigates the cost scaling and robustness issues of the existing dimensionality reduction and manifold l…