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ATOL: Automatic Topologically-Oriented Learning


Sep 30, 2019
Martin Royer, Frédéric Chazal, Yuichi Ike, Yuhei Umeda


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PersLay: A Simple and Versatile Neural Network Layer for Persistence Diagrams


Jun 05, 2019
Mathieu Carrière, Frédéric Chazal, Yuichi Ike, Théo Lacombe, Martin Royer, Yuhei Umeda


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A General Neural Network Architecture for Persistence Diagrams and Graph Classification


Apr 20, 2019
Mathieu Carrière, Frédéric Chazal, Yuichi Ike, Théo Lacombe, Martin Royer, Yuhei Umeda


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Model Assisted Variable Clustering: Minimax-optimal Recovery and Algorithms


Apr 16, 2018
Florentina Bunea, Christophe Giraud, Xi Luo, Martin Royer, Nicolas Verzelen

* Maintext: 40 pages; supplementary information: 21 pages 

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