Bayesian Probabilistic Models for Image Retrieval
An efficient Monte-Carlo algorithm for the ML-Type II parameter estimation of nonlinear diffusions
Sequential Monte Carlo methods
Sequential Monte-Carlo Methods
Analyzing Text and Social Network Data with Probabilistic Models
A Flexible Model for Count Data: The COM-Poisson Distribution
Monte Carlo Simulation for Statistical Inference, Model Selection and Decision Making
Monte Carlo Methods
Graphical Models
Graphical modelling and Bayesian structural learning