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Publications
Papers
R. I. Kondor and J. Lafferty (2002). Diffusion Kernels on Graphs and Other Discrete Input Spaces. ICML 2002. [ps] [pdf] [bib] [related]
R. Kondor and T. Jebara (2003). A Kernel between Sets of Vectors. ICML 2003. (winner of best student paper award) [ps] [pdf] [errata] [bib] [note]
T. Jebara and R. Kondor (2003). Bhattacharyya and Expected Likelihood Kernels. COLT 2003. [ps] [pdf] [bib]
A. Smola and R. Kondor (2003). Kernels and Regularization on Graphs. COLT 2003. [ps] [pdf] [bib] [related]
R. Kondor and T. Jebara (2006). Gaussian and Wishart Hyperkernels. NIPS 2006. [ps] [pdf] [bib] [related]
R. Kondor, A. Howard and T. Jebara: Multi-object tracking with representations of the symmetric group. AISTATS 2007. [ps] [pdf]
R. Kondor (2007). A novel set of rotationally and translationally invariant features for images based on the non-commutative bispectrum [ps] [pdf] [arXiv]
R. Kondor (2007). The skew spectrum of functions on finite groups and their homogeneous spaces [ps] [pdf] [arXiv]
Book chapters
R. Kondor and J.-P. Vert: Diffusion Kernels. in "Kernel Methods in Computational Biology" ed. B. Scholkopf, K. Tsuda and J.-P. Vert. The MIT Press 2004. [ps] [related]
Talks
Kernel Methods on Finite Groups. NIPS 2001 kernels workshop. [ps] [pdf]
Diffusion Kernel and Friends: inducing kernels from the local structure of feature space. Kernel Methods in Bioinformatics workshop, Berlin, April 14, 2003. [ps]
Learning with Kernels on Graphs, Groups and Manifolds. Workshop on Advances in Machine Learning, Montreal, Canada, June 10, 2003. [ps] [pdf]
A Kernel Between Sets of Vectors ICML2003, August 2003. [ps] [pdf]
Candidacy exam presentation. December 2004. [ps] [pdf]