Diffusion Kernels and related topicsR. Kondor and J. Lafferty (2002): Diffusion Kernels on Graphs and Other Discrete Input Spaces. ICML 2002. [ps] [pdf] [bib] A. Smola and R. Kondor (2003): Kernels and Regularization on Graphs COLT 2003. [ps] [pdf] [bib] M. Belkin and P. Niyogi (2002): Laplacian Eigenmaps for Dimensionality Reduction and Data Representation. NIPS 2002. M. Belkin and P. Niyogi (2003): Using Manifold Structure for Partially Labelled Classification NIPS 2003. J. Lafferty and G. Lebanon (2002): Information Diffusion Kernels NIPS 2002. J.-P. Vert and M. Kanehisa (2002): Graph-driven feature extraction from microarray data using diffusion kernels and kernel CCA. NIPS 2002. X. Zhu, Z. Ghahramani and J. Lafferty (2003): Semi-Supervised Learning using Gaussian Fields and Harmonic Functions ICML 2003. [ps] [pdf] T. Joachims (2003): Transductive Learning via Spectral Graph Partitioning ICML 2003. [pdf] |