Scalable Block-Diagonal Locality-Constrained Projective Dictionary Learning

IJCAI, pp. 4376-4382, 2019.

Cited by: 18|Bibtex|Views64|DOI:https://doi.org/10.24963/ijcai.2019/608
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Other Links: dblp.uni-trier.de|academic.microsoft.com|arxiv.org

Abstract:

We propose a novel structured discriminative block-diagonal dictionary learning method, referred to as scalable Locality-Constrained Projective Dictionary Learning (LC-PDL), for efficient representation and classification. To improve the scalability by saving both training and testing time, our LC-PDL aims at learning a structured discr...More

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