Environmental Sensor Placement with Convolutional Gaussian Neural
Processes

Environmental Sensor Placement with Convolutional Gaussian Neural Processes

18 November 2022

Tom R. Andersson

Alejandro Coca-Castro

Daniel P. Jones

Papers citing "Environmental Sensor Placement with Convolutional Gaussian Neural Processes"

12 / 12 papers shown

Title
Machine learning emulation of a local-scale UK climate model Henry Addison Elizabeth Kendon Suman V. Ravuri Laurence Aitchison Peter A. G. Watson AI4Cl AI4CE 39 23 0 29 Nov 2022
Pangu-Weather: A 3D High-Resolution Model for Fast and Accurate Global Weather Forecast Kaifeng Bi Lingxi Xie Hengheng Zhang Xin Chen Xiaotao Gu Qi Tian AI4Cl 68 159 0 03 Nov 2022
Practical Conditional Neural Processes Via Tractable Dependent Predictions Stratis Markou James Requeima W. Bruinsma Anna Vaughan Richard Turner UQCV AI4CE 56 25 0 16 Mar 2022
Efficient Gaussian Neural Processes for Regression Stratis Markou James Requeima W. Bruinsma Richard Turner UQCV BDL 36 10 0 22 Aug 2021
Skillful Precipitation Nowcasting using Deep Generative Models of Radar Suman V. Ravuri Karel Lenc Matthew Willson D. Kangin Rémi R. Lam ... R. Hadsell Nial H. Robinson Ellen Clancy A. Arribas S. Mohamed AI4Cl 165 736 0 02 Apr 2021
Convolutional conditional neural processes for local climate downscaling Anna Vaughan Will Tebbutt J. S. Hosking Richard Turner BDL 52 48 0 20 Jan 2021
The Gaussian Neural Process W. Bruinsma James Requeima Andrew Y. K. Foong Jonathan Gordon Richard Turner BDL 60 29 0 10 Jan 2021
Convolutional Conditional Neural Processes Jonathan Gordon W. Bruinsma Andrew Y. K. Foong James Requeima Yann Dubois Richard Turner BDL 75 166 0 29 Oct 2019
Exact Gaussian Processes on a Million Data Points Ke Alexander Wang Geoff Pleiss Jacob R. Gardner Stephen Tyree Kilian Q. Weinberger A. Wilson GP 45 229 0 19 Mar 2019
Conditional Neural Processes M. Garnelo Dan Rosenbaum Chris J. Maddison Tiago Ramalho D. Saxton Murray Shanahan Yee Whye Teh Danilo Jimenez Rezende S. M. Ali Eslami UQCV BDL 85 700 0 04 Jul 2018
Deep Kernel Learning A. Wilson Zhiting Hu Ruslan Salakhutdinov Eric Xing BDL 232 885 0 06 Nov 2015
Gaussian Processes for Big Data J. Hensman Nicolò Fusi Neil D. Lawrence GP 101 1,230 0 26 Sep 2013