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cs.LG2026
ToMAToMP: Robust and Multi-Parameter Topological Clustering
Ludo Andrianirina, Mathieu Carrière
Topological clustering, and its main algorithm ToMATo, is a clustering method from Topological Data Analysis (TDA) which has been applied successfully in several applications durin…
cs.LG2024
Differentiable Mapper For Topological Optimization Of Data Representation
Ziyad Oulhaj, Mathieu Carrière, Bertrand Michel
Unsupervised data representation and visualization using tools from topology is an active and growing field of Topological Data Analysis (TDA) and data science. Its most prominent…