Adaptive Clustering through Semidefinite Programming. - Martin Royer (NIPS, 2017)

A General Neural Network Architecture for Persistence Diagrams and Graph Classification. - Mathieu Carrière; Frédéric Chazal; Yuichi Ike; Théo Lacombe; Martin Royer; Yuhei Umeda (CoRR, 2019)

ATOL: Automatic Topologically-Oriented Learning. - Martin Royer; Frédéric Chazal; Yuichi Ike; Yuhei Umeda (CoRR, 2019)

PersLay: A Neural Network Layer for Persistence Diagrams and New Graph Topological Signatures. - Mathieu Carrière; Frédéric Chazal; Yuichi Ike; Théo Lacombe; Martin Royer; Yuhei Umeda (AISTATS, 2020)

ATOL: Measure Vectorization for Automatic Topologically-Oriented Learning. - Martin Royer; Frédéric Chazal; Clément Levrard; Yuhei Umeda; Yuichi Ike (AISTATS, 2021)