Browse by Aston Author

Article

Barillec, Remi; Ingram, Ben; Cornford, Dan and Csató, Lehel (2011). Projected sequential Gaussian processes:a C++ tool for interpolation of large datasets with heterogeneous noise. Computers and Geosciences, 37 (3), pp. 295-309.

Barillec, Remi and Cornford, Dan (2009). Data assimilation for precipitation nowcasting using Bayesian inference. Advances in Water Resources, 32 (7), pp. 1050-1065.

Shen, Yuan; Archambeau, Cédric; Cornford, Dan; Opper, Manfred; Shawe-Taylor, John and Barillec, Remi A comparison of variational and Markov chain Monte Carlo methods for inference in partially observed stochastic dynamic systems. Journal of Signal Processing Systems, 61 (1), pp. 51-59.

Monograph

Barillec, Remi; Boukouvalas, Alexis and Cornford, Dan Emulation of dynamic computer models with multivariate output. Technical Report. Aston University. (Unpublished)

Conference or Workshop Item

de Jesus, Jorge; Barillec, Remi; Dubois, Gregoire and Cornford, Dan (2009). A web processing service for validating interpolation. IN: StatGIS 2009. 2009-06-16 - 2009-06-18.

Boukouvalas, Alexios; Barillec, Remi and Cornford, Dan Gaussian process quantile regression using expectation propagation. IN: 29th International Conference on Machine Learning. 2012-06-26 - 2012-07-01.

Ingham, Ben; Cornford, Dan and Barillec, Remi Projected sequential Gaussian processes: flexible interpolation for large data sets. IN: StatGIS 2009. 2009-06-16 - 2009-06-18.