Grzegorczyk, Marco

5 publications

MLJ 2016 A Non-Homogeneous Dynamic Bayesian Network with a Hidden Markov Model Dependency Structure Among the Temporal Data Points Marco Grzegorczyk

MLJ 2013 Regularization of Non-Homogeneous Dynamic Bayesian Networks with Global Information-Coupling Based on Hierarchical Bayesian Models Marco Grzegorczyk, Dirk Husmeier

MLJ 2011 Non-Homogeneous Dynamic Bayesian Networks for Continuous Data Marco Grzegorczyk, Dirk Husmeier

NeurIPS 2009 Non-Stationary Continuous Dynamic Bayesian Networks Marco Grzegorczyk, Dirk Husmeier

MLJ 2008 Improving the Structure MCMC Sampler for Bayesian Networks by Introducing a New Edge Reversal Move Marco Grzegorczyk, Dirk Husmeier