Browse by Aston Author

Article

Wilkinson, Richard D., Vrettas, Michail, Cornford, Dan and Oakley, Jeremy E. (2011). Quantifying simulator discrepancy in discrete-time dynamical simulators. Journal of Agricultural, Biological, and Environmental Statistics, 16 (4), pp. 554-570.

Vrettas, Michail, Cornford, Dan and Opper, Manfred (2011). Estimating parameters in stochastic systems:a variational Bayesian approach. Physica D, 240 (23), 1877–1900.

Vrettas, Michail D., Cornford, Dan, Opper, Manfred and Shen, Yuan (2010). A new variational radial basis function approximation for inference in multivariate diffusions. Neurocomputing, 73 (7-9), pp. 1186-1198.

Monograph

Vrettas, Michail D., Shen, Yuan and Cornford, Dan (2008). Derivations of variational gaussian process approximation framework. Technical Report. Aston University, Birmingham.

Thesis

Vrettas, Michail D. (2010). Approximate Bayesian techniques for inference in stochastic dynamical systems. PHD thesis, Aston University.