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Classification with Incoherent Kernel Dictionary Learning

arXiv 2307.08796 ↗First posted 17 Jul 2023cs.LG eess.SPcited by 0

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Abstract (arXiv)

In this paper we present a new classification method based on Dictionary Learning (DL). The main contribution consists of a kernel version of incoherent DL, derived from its standard linear counterpart. We also propose an improvement of the AK-SVD algorithm concerning the representation update. Our algorithms are tested on several popular databases of classification problems.

Key facts. No citing papers in the map yet (data through 14 Oct 2026). Builds on 1 of its 14 references that are in the map. First posted on arXiv 17 Jul 2023.

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References · 1

  1. 2013Multiple Kernel Sparse Representations for Supervised and Unsupervised Learningcited by 4

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