An Approximate Maximum a Posteriori Method with Gaussian Process Priors
The maximum a posteriori method is generalised for infinite dimensional problems and it is shown that in this case the problem can be reduced to a nonlinear variational problem. This is not a trivial generalisation as the probability density used for the
|01_Hegland_An_Approximate_Maximum_a_2006.pdf||11.08 MB||Adobe PDF|| Request a copy|
Items in Open Research are protected by copyright, with all rights reserved, unless otherwise indicated.