Streaming stochastic variational Bayes; An improved approach for Bayesian inference with data streams.
Nadheesh JihanMalith JayasingheSrinath PereraPublished in: PeerJ Prepr. (2019)
Keyphrases
- bayesian inference
- variational bayes
- data streams
- hyperparameters
- probabilistic model
- sliding window
- prior information
- data sets
- variational approximation
- expectation propagation
- monte carlo
- markov chain monte carlo
- variational inference
- particle filter
- latent variables
- hidden variables
- free energy
- gaussian mixture model
- outlier detection
- expectation maximization
- prior knowledge
- search space
- decision trees
- feature selection