Scalable Deep Basis Kernel Gaussian Processes

Yunqin Zhu, Henry Shaowu Yuchi, Yao Xie

Learning expressive kernels while retaining tractable inference remains a central challenge in scaling Gaussian processes (GPs) to large and complex datasets. We propose a scalable…