Probabilistic generative models for counterfactual reasoning and blame attribution.
John McCoyTomer UllmanAndreas StuhlmüllerTobias GerstenbergJoshua B. TenenbaumPublished in: CogSci (2012)
Keyphrases
- generative model
- probabilistic model
- mixture model
- posterior probability
- semi supervised
- em algorithm
- maximum entropy principle
- latent dirichlet allocation
- topic models
- prior knowledge
- hidden variables
- conditional random fields
- expectation maximization
- discriminative learning
- generative and discriminative models
- hierarchical hidden markov models
- object categories
- graphical models
- discriminative models
- similarity measure