Statically bounded-memory delayed sampling for probabilistic streams.
Eric AtkinsonGuillaume BaudartLouis MandelCharles YuanMichael CarbinPublished in: Proc. ACM Program. Lang. (2021)
Keyphrases
- bounded memory
- data streams
- uncertain data
- sliding window
- probabilistic model
- random sampling
- bayesian networks
- monte carlo
- generative model
- streaming data
- database systems
- semi supervised
- stream mining
- transactional data
- real time
- sampling algorithm
- continuous queries
- information retrieval
- parameter space
- database
- social networks