Tensor Program Optimization with Probabilistic ProgramsNeural Information Processing Systems (NeurIPS), 2022 |
Nonparametric Hamiltonian Monte CarloInternational Conference on Machine Learning (ICML), 2021 |
PClean: Bayesian Data Cleaning at Scale with Domain-Specific
Probabilistic ProgrammingInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2020 |
Divide, Conquer, and Combine: a New Inference Strategy for Probabilistic
Programs with Stochastic SupportInternational Conference on Machine Learning (ICML), 2019 |
Swift: Compiled Inference for Probabilistic Programming LanguagesInternational Joint Conference on Artificial Intelligence (IJCAI), 2016 |