Convergence Improvement of Active Set Training for Support Vector Regressors

Author:

Abe Shigeo,Yabuwaki Ryousuke

Publisher

Springer Berlin Heidelberg

Reference17 articles.

1. Osuna, E., Freund, R., Girosi, F.: An improved training algorithm for support vector machines. In: Proc. NNSP 1997, pp. 276–285 (1997)

2. Saunders, C., Stitson, M.O., Weston, J., Bottou, L., Schölkopf, B., Smola, A.: Support vector machine: Reference manual, Technical Report CSD-TR-98-03, Royal Holloway, University of London (1998)

3. Platt, J.C.: Fast training of support vector machines using sequential minimal optimization. In: Schölkopf, B., et al. (eds.) Advances in Kernel Methods: Support Vector Learning, pp. 185–208. MIT Press, Cambridge (1999)

4. Cauwenberghs, G., Poggio, T.: Incremental and decremental support vector machine learning. In: Leen, T.K., et al. (eds.) Advances in Neural Information Processing Systems, vol. 13, pp. 409–415. MIT Press, Cambridge (2001)

5. Shilton, A., Palaniswami, M., Ralph, D., Tsoi, A.C.: Incremental training of support vector machines. IEEE Trans. Neural Networks 16(1), 114–131 (2005)

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