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UQSay Seminar #37: Parameter estimation in GP regression for deterministic functions
… fields such as kriging, modelling of computer experiments, and probabilistic numerical computation, Gaussian process … without noise on compact sets. This talk reviews recent theoretical work on estimation of parameters (in particular via maximum likelihood) of the covariance kernel of the GP prior in such a setting, as …Published on: