Our research focuses on the probabilistic and statistical modelling of genetic, genomic, transcriptomic and epigenetic phenomena. We employ machine learning techniques to make predictions of genome-wide Polycomb/Trithorax targeting in Drosophila and in human/mouse and to uncover the underlying architecture of recruiting DNA elements.