Workshop: Learning and Inference in Computational Systems Biology

Tuesday June 17th 2008

Schedule

10.00 Welcome

10.05-10.35 Mark Girolami: Structure Ranking and System Identification for Non-Linear Biochemical Process Models: Inferring the Structure of the ERK Pathway via Bayes Factors

10.45-11.15 Dirk Husmeier: Learning Bayesian networks from postgenomic data with an improved structure MCMC sampling scheme

11.25-11.45 Coffee

11.50-12.20 Magnus Rattray: Inference in a regulatory network model with informative priors

12-30-13.30 Lunch

13.35-14.05 Neil Lawrence: Statistical inference in systems biology through Gaussian processes and ordinary differential equations

14.15-14.45 Zoubin Ghahramani: Causal Structure Identification in Nonlinear Dynamical Systems

14.55-15.15 Tea

15.20-15.50 Guido Sanguinetti: Switching regulatory models of cellular stress response

16.00-16.30 Lorenz Wernisch: Fitting stochastic DE models to flow cytometry data

16.40 Drinks and Snacks