MultiVerse: Causal Reasoning using Importance Sampling in Probabilistic Programming.
Yura PerovLogan GrahamKostis GourgouliasJonathan G. RichensCiarán M. LeeAdam BakerSaurabh JohriPublished in: AABI (2019)
Keyphrases
- importance sampling
- causal reasoning
- monte carlo
- markov chain
- causal models
- kalman filter
- particle filter
- approximate inference
- programming language
- directed acyclic graph
- particle filtering
- artificial intelligence
- knowledge representation
- bayesian networks
- generative model
- posterior probability
- belief networks
- support vector
- markov chain monte carlo
- machine learning
- graphical models
- information extraction
- feature space