probabilistic programming

Consistent Kernel Mean Estimation for Functions of Random Variables NeurIPS 2016 Measuring the reliability of MCMC inference with bidirectional Monte Carlo NeurIPS 2016 Automatic Variational Inference in Stan NeurIPS 2015 Latent Topic Networks: A Versatile Probabilistic Programming Framework for Topic Models ICML 2015 Picture: A Probabilistic Programming Language for Scene Perception CVPR 2015 A Compilation Target for Probabilistic Programming Languages ICML 2014 A New Approach to Probabilistic Programming Inference AISTATS 2014 Augur: Data-Parallel Probabilistic Modeling NeurIPS 2014 Generating Efficient MCMC Kernels from Probabilistic Programs AISTATS 2014 Approximate Bayesian Image Interpretation using Generative Probabilistic Graphics Programs NeurIPS 2013 Efficiently Sampling Probabilistic Programs via Program Analysis AISTATS 2013 Lightweight Implementations of Probabilistic Programming Languages Via Transformational Compilation AISTATS 2011 Nonstandard Interpretations of Probabilistic Programs for Efficient Inference NeurIPS 2011 FACTORIE: Probabilistic Programming via Imperatively Defined Factor Graphs NeurIPS 2009