Search Results for author: Collin Leiber

Found 2 papers, 0 papers with code

Extension of the Dip-test Repertoire -- Efficient and Differentiable p-value Calculation for Clustering

no code implementations19 Dec 2023 Lena G. M. Bauer, Collin Leiber, Christian Böhm, Claudia Plant

This accelerates computation and provides an approximation of the Dip- to Dip-p-value transformation for every single sample size.

Clustering

Automatic Parameter Selection for Non-Redundant Clustering

no code implementations19 Dec 2023 Collin Leiber, Dominik Mautz, Claudia Plant, Christian Böhm

In this paper, we propose a framework that utilizes the Minimum Description Length Principle (MDL) to detect the number of subspaces and clusters per subspace automatically.

Clustering

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