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