The KPCA Procedure

References

  • Arthur, D., and Vassilvitskii, S. (2007). “k-Means++: The Advantages of Careful Seeding.” In Proceedings of the Eighteenth Annual ACM-SIAM Symposium on Discrete Algorithms, 1027–1035. Philadelphia: SIAM.

  • Baker, C. T. H. (1977). The Numerical Treatment of Integral Equations. Oxford: Clarendon Press.

  • Dua, D., and Graff, C. (2019). “UCI Machine Learning Repository.” School of Information and Computer Sciences, University of California, Irvine. http://archive.ics.uci.edu/ml.

  • Frey, P. W., and Slate, D. J. (1991). “Letter Recognition Using Holland-Style Adaptive Classifiers.” Machine Learning 6:161–182.

  • Kwok, J. T., and Tsang, I. W. (2004). “The Pre-image Problem in Kernel Methods.” IEEE Transactions on Neural Networks 15:1517–1525.

  • Schölkopf, B., Smola, A., and Müller, K.-R. (1998). “Nonlinear Component Analysis as a Kernel Eigenvalue Problem.” Neural Computation 10:1299–1319.

Last updated: November 11, 2020