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...

書誌詳細
主要な著者:	Jiao, Y, Vert, J
フォーマット:	Conference item
出版事項:	PMLR 2018

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