Approximate Query Processing for Data Exploration using Deep Generative Models.
Saravanan ThirumuruganathanShohedul HasanNick KoudasGautam DasPublished in: ICDE (2020)
Keyphrases
- data exploration
- generative model
- approximate query processing
- databases
- spatial databases
- data visualization
- probabilistic model
- geographical information systems
- data management
- data analysis
- discriminative models
- em algorithm
- discriminative learning
- prior knowledge
- deep belief networks
- wavelet synopses
- conditional random fields
- knowledge discovery
- semi supervised
- information visualization
- data integration
- expectation maximization
- deep learning
- maximum likelihood
- approximate answers
- data model
- semi supervised learning
- database systems
- graphical models
- data warehouse
- data sources