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Martin Royer
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2020 – today
- 2021
- [c3]Martin Royer, Frédéric Chazal, Clément Levrard, Yuhei Umeda, Yuichi Ike
:
ATOL: Measure Vectorization for Automatic Topologically-Oriented Learning. AISTATS 2021: 1000-1008 - 2020
- [c2]Mathieu Carrière, Frédéric Chazal, Yuichi Ike
, Théo Lacombe, Martin Royer, Yuhei Umeda:
PersLay: A Neural Network Layer for Persistence Diagrams and New Graph Topological Signatures. AISTATS 2020: 2786-2796
2010 – 2019
- 2019
- [i2]Mathieu Carrière, Frédéric Chazal, Yuichi Ike, Théo Lacombe, Martin Royer, Yuhei Umeda:
A General Neural Network Architecture for Persistence Diagrams and Graph Classification. CoRR abs/1904.09378 (2019) - [i1]Martin Royer, Frédéric Chazal, Yuichi Ike
, Yuhei Umeda:
ATOL: Automatic Topologically-Oriented Learning. CoRR abs/1909.13472 (2019) - 2017
- [c1]Martin Royer:
Adaptive Clustering through Semidefinite Programming. NIPS 2017: 1795-1803
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