Approximate Query Processing using Deep Generative Models.
Saravanan ThirumuruganathanShohedul HasanNick KoudasGautam DasPublished in: CoRR (2019)
Keyphrases
- generative model
- approximate query processing
- databases
- probabilistic model
- spatial databases
- wavelet synopses
- deep belief networks
- discriminative learning
- hierarchical hidden markov models
- discriminative models
- em algorithm
- semi supervised
- conditional random fields
- deep learning
- generative and discriminative models
- expectation maximization
- prior knowledge
- object categories
- r tree
- query processing
- data sets
- data mining
- feature selection
- bayesian networks
- error metrics
- error bounds
- semi supervised learning
- maximum likelihood