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Martin Royer
Publication Activity (10 Years)
Years Active: 2017-2021
Publications (10 Years): 5
Top Topics
Semidefinite
Graph Classification
Neural Network
Learning Problems
Top Venues
AISTATS
CoRR
NIPS
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Publications
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Martin Royer
,
Frédéric Chazal
,
Clément Levrard
,
Yuhei Umeda
,
Yuichi Ike
ATOL: Measure Vectorization for Automatic Topologically-Oriented Learning.
AISTATS
(2021)
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)
Mathieu Carrière
,
Frédéric Chazal
,
Yuichi Ike
,
Théo Lacombe
,
Martin Royer
,
Yuhei Umeda
A General Neural Network Architecture for Persistence Diagrams and Graph Classification.
CoRR
(2019)
Martin Royer
,
Frédéric Chazal
,
Yuichi Ike
,
Yuhei Umeda
ATOL: Automatic Topologically-Oriented Learning.
CoRR
(2019)
Martin Royer
Adaptive Clustering through Semidefinite Programming.
NIPS
(2017)