Researchers explored the decision-making process of Gaussian process (GP) models, focusing on loss landscapes and hyperparameter optimization. They emphasized the importance of the Matérn kernel ...

We study Markov regime-switching Gaussian autoregressive models that capture temporal heterogeneity exhibited by ... Forgetting the initial distribution for hidden Markov models. Stoch. Process. Appl ...