Direct loss minimization algorithms for sparse Gaussian processes

Yadi Wei, Rishit Sheth, Roni Khardon

The paper provides a thorough investigation of Direct loss minimization (DLM), which optimizes the posterior to minimize predictive loss, in sparse Gaussian processes. For the conj…