Browsing Machine Learning by Subject "Mallows Model"

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Kernels of Mallows Models under the Hamming Distance for solving the Quadratic Assignment Problem

Arza, E.; Pérez, A.; Irurozki, E.; Ceberio, J. (2020-07)

The Quadratic Assignment Problem (QAP) is a well-known permutation-based combinatorial optimization problem with real applications in industrial and logistics environments. Motivated by the challenge that this NP-hard ...
Mallows and generalized Mallows model for matchings

Irurozki, E.; Calvo, B.; Lozano, J.A. (2019-02-25)

The Mallows and Generalized Mallows Models are two of the most popular probability models for distribu- tions on permutations. In this paper, we consider both models under the Hamming distance. This models can be seen as ...