conftrace_

probabilistic program

9 papers

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Co-occurring keywords

probabilistic programming (87) amortized inference (102) posterior inference (138) variational inference (2069) path weighting (1) weighted model integration (15) satisfiability modulo theory (8) weighted model counting (20) noise model (31) goal inference (14)

Papers

Beyond Bayesian Model Averaging over Paths in Probabilistic Programs with Stochastic Support AISTATS 2024
Data-Driven Invariant Learning for Probabilistic Programs (Extended Abstract) IJCAI 2023
ASTRA: Understanding the practical impact of robustness for probabilistic programs UAI 2023
Foundation Posteriors for Approximate Probabilistic Inference NIPS 2022
Automatic variational inference with cascading flows ICML 2021
Online Bayesian Goal Inference for Boundedly Rational Planning Agents NIPS 2020
Weighted Model Integration with Orthogonal Transformations IJCAI 2017
Bayesian Optimization for Probabilistic Programs NIPS 2016
Particle Gibbs with Ancestor Sampling for Probabilistic Programs AISTATS 2015