Robustness

Measuring the robustness of Gaussian processes to kernel choice

Gaussian processes (GPs) are used to make medical and scientific decisions, including in cardiac care and monitoring of atmospheric …

William T. Stephenson, Soumya Ghosh, Tin Nguyen, Mikhail Yurochkin, Sameer K. Deshpande, Tamara Broderick