Streaming Sparse Gaussian Process Approximations

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Streaming Sparse Gaussian Process Approximations

19 May 2017

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Papers citing "Streaming Sparse Gaussian Process Approximations"

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Title
Recursive Estimation for Sparse Gaussian Process Regression Manuel Schürch Dario Azzimonti A. Benavoli Marco Zaffalon 65 33 0 28 May 2019
Scalable Training of Inference Networks for Gaussian-Process Models Jiaxin Shi Mohammad Emtiyaz Khan Jun Zhu BDL 49 18 0 27 May 2019
Sequential Gaussian Processes for Online Learning of Nonstationary Functions M. Zhang Bianca Dumitrascu Sinead Williamson Barbara E. Engelhardt 48 8 0 24 May 2019
Functional Regularisation for Continual Learning with Gaussian Processes Michalis K. Titsias Jonathan Richard Schwarz A. G. Matthews Razvan Pascanu Yee Whye Teh CLL BDL 71 187 0 31 Jan 2019
Partitioned Variational Inference: A unified framework encompassing federated and continual learning T. Bui Cuong V Nguyen S. Swaroop Richard Turner FedML 91 56 0 27 Nov 2018
Directional grid maps: modeling multimodal angular uncertainty in dynamic environments Ransalu Senanayake F. Ramos 62 27 0 03 Sep 2018
When Gaussian Process Meets Big Data: A Review of Scalable GPs Haitao Liu Yew-Soon Ong Xiaobo Shen Jianfei Cai GP 136 697 0 03 Jul 2018
Collective Online Learning of Gaussian Processes in Massive Multi-Agent Systems T. Hoang Q. Hoang K. H. Low Jonathan P. How 43 7 0 23 May 2018
Stochastic Variational Inference for Bayesian Sparse Gaussian Process Regression Haibin Yu T. Hoang K. H. Low Patrick Jaillet BDL 173 24 0 01 Nov 2017
Variational Continual Learning Cuong V Nguyen Yingzhen Li T. Bui Richard Turner CLL VLM BDL 118 736 0 29 Oct 2017
A Unifying Framework for Gaussian Process Pseudo-Point Approximations using Power Expectation Propagation T. Bui Josiah Yan Richard Turner 89 25 0 23 May 2016