Spatially Aggregated Gaussian Processes with Multivariate Areal Outputs

19 July 2019

Papers citing "Spatially Aggregated Gaussian Processes with Multivariate Areal Outputs"

7 / 7 papers shown

Title
Learning from Summarized Data: Gaussian Process Regression with Sample Quasi-Likelihood Yuta Shikuri GP 75 0 0 23 Dec 2024
Multi-task Learning for Aggregated Data using Gaussian Processes F. Yousefi M. Smith Mauricio A. Alvarez FedML 42 34 0 22 Jun 2019
Multi-resolution Multi-task Gaussian Processes Oliver Hamelijnck Theodoros Damoulas Kangrui Wang Mark Girolami 45 38 0 19 Jun 2019
Refining Coarse-grained Spatial Data using Auxiliary Spatial Data Sets with Various Granularities Yusuke Tanaka Tomoharu Iwata Toshiyuki Tanaka Takeshi Kurashima Maya Okawa Hiroyuki Toda 36 14 0 21 Sep 2018
Gaussian Process Regression for Binned Data M. Smith Mauricio A. Alvarez Neil D. Lawrence GP 26 8 0 06 Sep 2018
Variational Learning on Aggregate Outputs with Gaussian Processes H. Law Dino Sejdinovic E. Cameron T. Lucas Seth Flaxman K. Battle Kenji Fukumizu 39 38 0 22 May 2018
Kernels for Vector-Valued Functions: a Review Mauricio A. Alvarez Lorenzo Rosasco Neil D. Lawrence GP 161 918 0 30 Jun 2011