Learning Compositional Sparse Gaussian Processes with a Shrinkage Prior

Anh Tong, Toan Tran, Hung Bui +1

Choosing a proper set of kernel functions is an important problem in learning Gaussian Process (GP) models since each kernel structure has different model complexity and data fitne…