The weighted Kendall and high-order kernels for permutations

The weighted Kendall and high-order kernels for permutations

We propose new positive definite kernels for permutations. First we introduce a weighted version of the Kendall kernel, which allows to weight unequally the contributions of different item pairs in the permutations depending on their ranks. Like the Kendall kernel, we show that the weighted version...

Disgrifiad llawn

Manylion Llyfryddiaeth
Prif Awduron:	Jiao, Y, Vert, J
Fformat:	Conference item
Cyhoeddwyd:	PMLR 2018

Eitemau Tebyg

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