Simulation of Scientific Experiments with Generative Models.
Stepan VeretennikovKoen MinartzVlado MenkovskiBurcu GumuscuJan de BoerPublished in: IDA (2022)
Keyphrases
- generative model
- probabilistic model
- mixture model
- discriminative models
- discriminative learning
- em algorithm
- hierarchical hidden markov models
- prior knowledge
- hidden variables
- semi supervised
- discriminatively trained
- higher order
- data sets
- conditional random fields
- representational power
- boltzmann machine
- topic models
- generative and discriminative models
- maximum entropy principle
- object parts
- object categories
- information extraction
- active learning
- similarity measure
- image segmentation