PClean: Bayesian Data Cleaning at Scale with Domain-Specific
Probabilistic ProgrammingInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2020 |
Swift: Compiled Inference for Probabilistic Programming LanguagesInternational Joint Conference on Artificial Intelligence (IJCAI), 2016 |
Markov Chains on Orbits of Permutation GroupsConference on Uncertainty in Artificial Intelligence (UAI), 2012 |
Herded Gibbs SamplingJournal of machine learning research (JMLR), 2013 |
Gibbs Sampling in Open-Universe Stochastic LanguagesConference on Uncertainty in Artificial Intelligence (UAI), 2010 |