Privacy-aware Gaussian Process Regression

Rui Tuo, Haoyuan Chen, Raktim Bhattacharya

We propose a novel theoretical and methodological framework for Gaussian process regression subject to privacy constraints. The proposed method can be used when a data owner is unw…