Gaussian mixture models in Hilbert spaces via kernel methods

Daniel López-Montero, Antonio Álvarez-López, Marcos Matabuena

Modern datasets across many disciplines increasingly consist of time-evolving, potentially infinite-dimensional random objects, such as dynamic functional data, which are naturally…