Publications

Kernel Machines

Academic Journals

  1. H.A. Kingravi, G. Chowdhary, P.A. Vela, E.N. Johnson. Reproducing Kernel Hilbert Space Approach for the Online Update of Radial Bases in Neuro-Adaptive Control. IEEE Trans. on Neural Networks and Learning Systems, 23(7):1130-1141, 2012. (more) doi pdf

International Conferences

  1. H. Kingravi, P.A Vela, A. Gray. Reduced Set KPCA for Improving the Training and Execution Speed of Kernel Machines. In SIAM International Conference on Data Mining, Pages 441-449, Austin, TX, 2013. (more) doi
  2. H.A. Kingravi, G. Chowdhary, P.A. Vela, Eric N. Johnson. A Reproducing Kernel Hilbert Space Approach for the Online Update of Radial Bases in Neuro-Adaptive Control. In Proceedings of IEEE Conference on Decision and Control, Pages 1796-1802, 2011. (more) doi

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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