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On Kernel Target Alignment, , , and . Innovations in Machine Learning, 194, Springer, Berlin--Heidelberg, Germany, (2006)Graph Kernels by Spectral Transforms., , , and . Semi-Supervised Learning, The MIT Press, (2006)Structural Modelling with Sparse Kernels., and . Mach. Learn., 48 (1-3): 137-163 (2002)Nonparametric Transforms of Graph Kernels for Semi-Supervised Learning., , , and . NIPS, page 1641-1648. (2004)Refining Kernels for Regression and Uneven Classification Problems., and . AISTATS, Society for Artificial Intelligence and Statistics, (2003)On the eigenspectrum of the gram matrix and the generalization error of kernel-PCA., , , and . IEEE Trans. Inf. Theory, 51 (7): 2510-2522 (2005)Spectral Kernel Methods for Clustering., , and . NIPS, page 649-655. MIT Press, (2001)Adapting Kernels by Variational Approach in SVM., , and . Australian Joint Conference on Artificial Intelligence, volume 2557 of Lecture Notes in Computer Science, page 395-406. Springer, (2002)On Kernel-Target Alignment., , , and . NIPS, page 367-373. MIT Press, (2001)A Tutorial on Canonical Correlation Methods., , , , , and . ACM Comput. Surv., 50 (6): 95:1-95:33 (2018)