I will be presenting our work on "Beyond Bayesian Model Averaging over Paths in Probabilistic Programs with Stochastic Support" at AISTATS in Valencia tomorrow (details in thread below).
If you are interested in probabilistic programming, come and say hi at poster session 1!
Our new paper (arxiv.org/abs/2310.14888) shows that probabilistic programs with stochastic support are implicitly Bayesian model averages (BMA) which leads to issues if we assume our model is misspecified!
w/ @TimReichelt3 and Luke Ong
A thread (1/5)
