Sparse Covariance Modeling in High Dimensions with Gaussian Processes

Rui Li 0002, Kishan KC, Feng Cui, Justin Domke, Anne R. Haake. Sparse Covariance Modeling in High Dimensions with Gaussian Processes. In Samy Bengio, Hanna M. Wallach, Hugo Larochelle, Kristen Grauman, Nicolò Cesa-Bianchi, Roman Garnett, editors, Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, NeurIPS 2018, 3-8 December 2018, Montréal, Canada. pages 741-750, 2018. [doi]