Targeting Bayes factors with direct-path non-equilibrium thermodynamic integration

Marco Grzegorczyk, Andrej Aderhold, Dirk Husmeier

Thermodynamic integration (TI) for computing marginal likelihoods is based on an inverse annealing path from the prior to the posterior distribution. In many cases, the resulting e…