Interventions and Counterfactuals in Tractable Probabilistic Models: Limitations of Contemporary Transformations.
Ioannis PapantonisVaishak BellePublished in: CoRR (2020)
Keyphrases
- probabilistic model
- graphical models
- language model
- latent variables
- bayesian inference
- mixture model
- bayesian networks
- computational complexity
- conditional random fields
- topic models
- hidden variables
- np complete
- conditional probabilities
- generative model
- np hard
- expectation maximization
- neural network
- database
- relevant literature
- image transformations
- probabilistic modeling
- mobile devices
- knowledge base
- information systems
- social networks
- genetic algorithm
- data sets