Synthetic Dataset Generation with Itemset-Based Generative Models.
Christian LezcanoMarta AriasPublished in: CoRR (2020)
Keyphrases
- generative model
- synthetic datasets
- probabilistic model
- real dataset
- real life
- hierarchical hidden markov models
- mixture model
- experimental study
- synthetic data
- em algorithm
- prior knowledge
- discriminative models
- conditional random fields
- discriminative learning
- semi supervised
- real world
- maximum entropy principle
- generative and discriminative models
- topic models
- maximum likelihood
- language model
- object categories
- object recognition
- discriminative methods
- data mining