Browse by Aston Author

2011

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.

2010

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.

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

2008

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