# Classification with Incoherent Kernel Dictionary Learning

arXiv: https://arxiv.org/abs/2307.08796 · HTML: https://mlsanity.com/paper/2307.08796/

## 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.

## Builds on (most cited first, 1 of 1)

- [Multiple Kernel Sparse Representations for Supervised and Unsupervised Learning](https://mlsanity.com/paper/1303.0582/) (2013)

## 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.