Gaussian processes¶
Gaussian process regression¶
Rasmussen:2006
Variational sparse approximation¶
variational sparse approximation Titsias:2009
Uncertain inputs¶
Stochastic inference¶
“GPs for big data”
Variational approximation of hyperparameters? Elsewhere?¶
VB approximation for hyperparameters (Titsias:2014) or maybe this elsewhere
GP-LVM?¶
GP-LVM? does this contain something interesting and specific to VB?
Deep GPs?¶
again: does this contain something interesting and specific to VB?