Attraction-repulsion clustering: a way of promoting diversity linked to demographic parity in fair clustering

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  • who: Eustasio del Barrio from the Departamento de Estadu00edstica e Investigaciu00f3n Operativa and IMUVA, Universidad de Valladolid, Valladolid, Spain have published the paper: Attraction-repulsion clustering: a way of promoting diversity linked to demographic parity in fair clustering, in the Journal: (JOURNAL)
  • what: To obtain a diversity enhancing clustering the authors aim at obtaining clusters which are not governed by the protected variables but are rather mixed with respect to these variables. The authors show next that a recursive formula like the Lance-Williams class holds for the dissimilarities u03b4W,l and, consequently, the related . . .

     

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