output
20132022
most citedPore-geometry recognition: on the importance of quantifying similarity in nanoporous materials

194 citations

researchers with a paper here

Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.

collaborating institutions
Showing 2019 · stat.MLShow all

2 papers · 2 filters

stat.ML2019★ 1 cited

Spectral Properties of Radial Kernels and Clustering in High Dimensions

David Cohen-Steiner, Alba Chiara de Vitis

In this paper, we study the spectrum and the eigenvectors of radial kernels for mixtures of distributions in . Our approach focuses on high dimensions and relies sole…

stat.ML2019★ 72 cited

PersLay: A Neural Network Layer for Persistence Diagrams and New Graph Topological Signatures

Mathieu Carrière, Frédéric Chazal, Yuichi Ike +3

Persistence diagrams, the most common descriptors of Topological Data Analysis, encode topological properties of data and have already proved pivotal in many different applications…