Timo Rauhala

Sensor Placement for Spatial Gaussian Processes with Integral Observations

Gaussian processes (GP) are a natural tool for estimating unknown functions, typically based on a collection of point-wise observations. Interestingly, the GP formalism can be used also with observations that are integrals of the unknown function along some known trajectories, which makes GPs a prom…