Hyperparameters (theta_signal, sigma_noise for both components, theta_width for both components) obtained from Stage 3 (GPR) of our algorithm. While these hyperparameters are deterministic, we include
This is data which supports the findings presented in a manuscript entitled "An Informativeness Score for Optimal Mixed Datasets Using Gaussian Process Regression"
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 unwilling to share a hi