Previous: 24th October 2003 - Ranking on Data Manifolds
Next: 7th November 2003 - Exact Sampling

31st October 2003 - Gaussian processes for density estimation

Ed and Chu Wei are presenting on Gaussian processes for density estimation.

David M. Schmidt, Continous Probability Distributions from Finite Data here.

Lehel Csato's thesis, pages 79-85 here.

Ed's provided this: For the first paper a small translation of notation may be required for those who are not former physicists!:

<psi|psi> = \int psi^2 dx --- <psi|V^(-1)|psi> = \int psi(x)*V^(-1)(x,x')*psi(x') dxdx' --- <x_i|psi> = psi(x_i)

Iain Murray.