Tag: summarized

Learning from Summarized Data: Gaussian Process Regression with Sample Quasi-Likelihood arXiv:2412.17455v1 Announce Type: new Abstract: Gaussian process regression is a powerful Bayesian nonlinear regression method. Recent research has enabled the capture of many types of observations using non-Gaussian likelihoods. To deal with various tasks in spatial modeling, we benefit from this development. Difficulties still arise…