C3: Lightweight Incrementalized MCMC for Probabilistic Programs using Continuations and Callsite Caching

7 September 2015

Papers citing "C3: Lightweight Incrementalized MCMC for Probabilistic Programs using Continuations and Callsite Caching"

9 / 9 papers shown

Title
Smoothness Analysis for Probabilistic Programs with Application to Optimised Variational Inference Wonyeol Lee Xavier Rival Hongseok Yang 29 9 0 22 Aug 2022
Tensor Program Optimization with Probabilistic Programs Junru Shao Xiyou Zhou Siyuan Feng Bohan Hou Ruihang Lai Hongyi Jin Wuwei Lin Masahiro Masuda Cody Hao Yu Tianqi Chen 37 29 0 26 May 2022
Nonparametric Hamiltonian Monte Carlo Carol Mak Fabian Zaiser C.-H. Luke Ong 31 6 0 18 Jun 2021
Accelerating Metropolis-Hastings with Lightweight Inference Compilation Feynman T. Liang Nimar S. Arora N. Tehrani Y. Li Michael Tingley E. Meijer 12 0 0 23 Oct 2020
PClean: Bayesian Data Cleaning at Scale with Domain-Specific Probabilistic Programming Alexander K. Lew Monica Agrawal David Sontag Vikash K. Mansinghka 24 26 0 23 Jul 2020
Divide, Conquer, and Combine: a New Inference Strategy for Probabilistic Programs with Stochastic Support Yuanshuo Zhou Hongseok Yang Yee Whye Teh Tom Rainforth TPM 34 19 0 29 Oct 2019
An Introduction to Probabilistic Programming Jan-Willem van de Meent Brooks Paige Hongseok Yang Frank Wood GP 37 196 0 27 Sep 2018
Inference Compilation and Universal Probabilistic Programming T. Le A. G. Baydin Frank Wood UQCV 54 143 0 31 Oct 2016
Swift: Compiled Inference for Probabilistic Programming Languages Yi Wu Lei Li Stuart J. Russell Rastislav Bodík 31 29 0 30 Jun 2016