Warm-Starting Iterative Gaussian Processes for Faster Sequential Inference

Alan Yufei Dong, Jihao Andreas Lin, José Miguel Hernández-Lobato

Efficient Gaussian process (GP) inference is critical for sequential decision-making tasks such as active learning, online prediction, and Bayesian optimization. Iterative approach…