Claudia Plant

We prove clean optimality results for clustering in ultrametrics, identify ways to take advantage of this theory and thoroughly evaluate the resulting techniques.

H-SPLID learns salient features via latent space decomposition and we provide theoretical guarantees w.r.t. input perturbations.