Code for Learning Proposals for Probabilistic Programs with Inference Combinators in combinators/inference.py and combinators/program.py
To cite, please use:
@inproceedings{stites-zimmerman2021LearningProposals, author ={Sam Stites and Heiko Zimmerman and Hao Wu and Eli Sennesh and Jan-Willem van de Meent }, shortauthor ={Stites and Zimmermann}, title ={Learning Proposals for Probabilistic Programs with Inference Combinators}, year ={2021}, eprint ={2103.00668}, archivePrefix={arXiv}, primaryClass ={stat.ML} note ={Accepted to UAI 2021} }