Lizard Brain: Tackling Locally Low-Dimensional Yet Globally Complex Organization of Multi-Dimensional Datasets

by Jonathan Bac, Jonathan Bac, Jonathan Bac, Jonathan Bac, Andrei Zinovyev, Andrei Zinovyev, Andrei Zinovyev, Andrei Zinovyev
Published 2020-01-01

Minimum Spanning vs. Principal Trees for Structured Approximations of Multi-Dimensional Datasets

by Alexander Chervov, Jonathan Bac, Andrei Zinovyev
Published 2020-11-01

Robust and Scalable Learning of Complex Intrinsic Dataset Geometry via ElPiGraph

by Luca Albergante, Evgeny Mirkes, Jonathan Bac, Huidong Chen, Alexis Martin, Louis Faure, Emmanuel Barillot, Luca Pinello, Alexander Gorban, Andrei Zinovyev
Published 2020-03-01