2 papers
cs.LG2021
Meta-Learning an Inference Algorithm for Probabilistic Programs
Gwonsoo Che, Hongseok Yang
We present a meta-algorithm for learning a posterior-inference algorithm for restricted probabilistic programs. Our meta-algorithm takes a training set of probabilistic programs th…
cs.LG2019
Differentiable Algorithm for Marginalising Changepoints
Hyoungjin Lim, Gwonsoo Che, Wonyeol Lee +1
We present an algorithm for marginalising changepoints in time-series models that assume a fixed number of unknown changepoints. Our algorithm is differentiable with respect to its…