An Additive Model View to Sparse Gaussian Process Classifier Design

Sundararajan Sellamanickam, Shirish Shevade

We consider the problem of designing a sparse Gaussian process classifier (SGPC) that generalizes well. Viewing SGPC design as constructing an additive model like in boosting, we p…