Persistence-Based Clustering in Riemannian Manifolds

Frédéric Chazal (1) , Leonidas J. Guibas (2) , Steve Y. Oudot (1) , Primoz Skraba (1)

1 GEOMETRICA - Geometric computing
2 Computer Science Department [Stanford]

Mots clés: Morse theory; Unsupervised learning; clustering; computational topology; mode seeking; topological persistence

Domaines: Géométrie algorithmique [cs.CG]; Apprentissage [cs.LG]; Méthodologie [stat.ME]

Frédéric Chazal, Leonidas J. Guibas, Steve Y. Oudot, Primoz Skraba. Persistence-Based Clustering in Riemannian Manifolds. Journal of the ACM (JACM), 2013, 60 (6), pp.38. ⟨hal-00923563⟩