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20142026
most citedFinite-Size Scaling of a First-Order Dynamical Phase Transition: Adaptive Population Dynamics and an Effective Model

84 citations

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math.ST2018

The k-PDTM : a coreset for robust geometric inference

Claire Brécheteau, Clément Levrard

Analyzing the sub-level sets of the distance to a compact sub-manifold of R d is a common method in TDA to understand its topology. The distance to measure (DTM) was introduced by…

math.ST2018★ 7 cited

Quantization/clustering: when and why does k-means work?

Clément Levrard

Though mostly used as a clustering algorithm, k-means are originally designed as a quantization algorithm. Namely, it aims at providing a compression of a probability distribution…