Topics discussed

  • More kernels -- Gaussian/RBF
  • Embedding in infinite dimensional vector spaces
  • Function norms, eigen functions, Mercer's theorem
  • Reproducing property of kernel, RKHS
  • Connection between min(norm(beta)) and function norm in RKHS
  • Representer theorem (Kimeldorf and Wahba)
  • Designing kernels for combinatorial objects likes strings and trees

Some are available. Usual login and password. Bugfixes welcome.

Last modified: Wednesday, 3 October 2007, 01:48 PM