How Good Is Your Scientific Data Generative Model?
Yuxin YangBen GremillionXitong ZhangYouzuo LinBrendt WohlbergQiang GuanPublished in: MLHPC/AI4S@SC (2020)
Keyphrases
- generative model
- scientific data
- probabilistic model
- data management
- scientific databases
- scientific data sets
- data collection
- discriminative learning
- life sciences
- scientific information
- bayesian framework
- massive amounts of data
- prior knowledge
- scientific disciplines
- em algorithm
- discriminative models
- scientific data management
- generative and discriminative models
- high energy physics
- latent dirichlet allocation
- markov chain monte carlo
- database
- expectation maximization
- semi supervised
- database systems
- databases
- topic models
- bitmap indices
- image segmentation