conftrace_

mcmc inference

10 papers

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Co-occurring keywords

markov chain monte carlo (725) probabilistic programming (87) generative model (2892) bayesian nonparametrics (270) gibbs sampling (201) topic modeling (461) bayesian inference (1907) topic model (290) execution trace (12) image matting (61)

Papers

3DP3: 3D Scene Perception via Probabilistic Programming NIPS 2021
Turing: A Language for Flexible Probabilistic Inference AISTATS 2018
Matting and Depth Recovery of Thin Structures Using a Focal Stack CVPR 2017
Bayesian Poisson Tucker Decomposition for Learning the Structure of International Relations ICML 2016
Deep Poisson Factor Modeling NIPS 2015
Pitfalls in the use of Parallel Inference for the Dirichlet Process ICML 2014
Image Parsing with Stochastic Scene Grammar NIPS 2011
Lightweight Implementations of Probabilistic Programming Languages Via Transformational Compilation AISTATS 2011
Sharing Features among Dynamical Systems with Beta Processes NIPS 2009
The Infinite Gamma-Poisson Feature Model NIPS 2007