Machine Learning (cs.LG)

Mixture of experts models for multilevel data: modelling framework and approximation theory

Multilevel data are prevalent in many real-world applications. However, it remains an open research problem to identify and justify a class of models that flexibly capture a wide range of multilevel data. Motivated by the versatility of the mixture …