Zobrazeno 1 - 4
of 4
pro vyhledávání: '"W L Gadd"'
Publikováno v:
Gadd, C, Wade, S K & Shah, A A 2021, ' Pseudo-marginal Bayesian inference for Gaussian process latent variable models ', Machine Learning, vol. 110, pp. 1105–1143 . https://doi.org/10.1007/s10994-021-05971-2
A Bayesian inference framework for supervised Gaussian process latent variable models is introduced. The framework overcomes the high correlations between latent variables and hyperparameters by collapsing the statistical model through approximate in
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::6e1cb738c17ea4b4d27e9bb099ebcfaf
https://www.pure.ed.ac.uk/ws/files/218947535/sGPLVM_revise2.pdf
https://www.pure.ed.ac.uk/ws/files/218947535/sGPLVM_revise2.pdf
Publikováno v:
Transport in Porous Media
In this paper, we develop a surrogate modelling approach for capturing the output field (e.g., the pressure head) from groundwater flow models involving a stochastic input field (e.g., the hy- draulic conductivity). We use a Karhunen-Lo`eve expansion
Autor:
A L Ferguson, H C Reid, H K G Abmber, Benjamin C. Blount, H Cartwright, C S Meik, G N Yourdi, Clifford H. Watson, W L Gadd, W L H Roberts, F A White, H E Jones, J P Griffith, J M Dobson, A Siemens, C Hawksley, M F Wilson, R G Nicol, Sir W Matthews, E Sandeman, C F Marsh, F E W Shields
Publikováno v:
Minutes of the Proceedings of the Institution of Civil Engineers. 183:110-172
n/a
Publikováno v:
J. Chem. Soc.. :169-172