Statically Bounded-Memory Delayed Sampling for Probabilistic Streams.
Eric AtkinsonGuillaume BaudartLouis MandelCharles YuanMichael CarbinPublished in: CoRR (2021)
Keyphrases
- bounded memory
- data streams
- uncertain data
- bayesian networks
- sample size
- probabilistic logic
- sliding window
- probabilistic model
- generative model
- sampling strategy
- belief networks
- random sampling
- transactional data
- monte carlo
- real time
- concept drift
- information theoretic
- sampling strategies
- multiple data streams
- sampling rate
- continuous queries
- probabilistic reasoning
- image reconstruction
- model selection
- multiscale
- multimedia
- data mining