Publications

Sparse Approximation

Academic Journals

  1. O. Arif, P.A. Vela. Kernel Map Compression for Speeding the Execution of Kernel-Based Methods. IEEE Transactions on Neural Networks, 22(6):870-879, 2011. (more) doi pdf

International Conferences

  1. O. Arif, P.A. Vela. Kernel Map Compression Using Generalized Radial Basis Functions. In IEEE International Conference on Computer Vision, 2009. (more) doi pdf

Thesis

  1. H. Kingravi. Reduced-Set Models for Improving the Training and Execution Speed of Kernel Methods. PhD Thesis Georgia Institute of Technology, 2014. (more) pdf

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