Revisiting Active Sets for Gaussian Process Decoders

Pablo Moreno-Muñoz, Cilie W Feldager, Søren Hauberg

Decoders built on Gaussian processes (GPs) are enticing due to the marginalisation over the non-linear function space. Such models (also known as GP-LVMs) are often expensive and n…