According to our database1, Petros Dellaportas authored at least 10 papers between 1996 and 2018.
Legend:Book In proceedings Article PhD thesis Other
Fully Scalable Gaussian Processes using Subspace Inducing Inputs.
Scalable Bayesian Learning for State Space Models using Variational Inference with SMC Samplers.
WGBSSuite: simulating whole-genome bisulphite sequencing data and benchmarking differential DNA methylation analysis tools.
Cholesky-GARCH models with applications to finance.
Statistics and Computing, 2012
Forecasting with non-homogeneous hidden Markov models.
Statistics and Computing, 2011
Modelling nonlinearities and heavy tails via threshold normal mixture GARCH models.
Computational Statistics & Data Analysis, 2008
Multivariate mixtures of normals with unknown number of components.
Statistics and Computing, 2006
Bayesian analysis of the unobserved ARCH model.
Statistics and Computing, 2005
On Bayesian model and variable selection using MCMC.
Statistics and Computing, 2002
The role of embedded integration rules in Bayesian statistics.
Statistics and Computing, 1996