Optimizing persistent homology based functions

Solving optimization tasks based on functions and losses with a topological flavor is a very active, growing field of research in data science and Topological Data Analysis, with applications in non-convex optimization, statistics and machine learning. However, the approaches proposed in the literat...

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Hauptverfasser:	Carrière, Mathieu, Chazal, Frédéric, Glisse, Marc, Ike, Yuichi, Kannan, Hariprasad
Format:	Artikel
Sprache:	eng
Schlagworte:	Computer Science - Computational Geometry Mathematics - Algebraic Topology Mathematics - Optimization and Control
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