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stat.ML2026
Sparse clustering via the Deterministic Information Bottleneck algorithm
Efthymios Costa, Ioanna Papatsouma, Angelos Markos
Cluster analysis relates to the task of assigning objects into groups which ideally present some desirable characteristics. When a cluster structure is confined to a subset of the…
stat.ML2023★ 1 cited
A general framework for implementing distances for categorical variables
Michel van de Velden, Alfonso Iodice D'Enza, Angelos Markos +1
The degree to which subjects differ from each other with respect to certain properties measured by a set of variables, plays an important role in many statistical methods. For exam…