Streaming Bayesian Inference for Crowdsourced Classification.
Edoardo ManinoLong Tran-ThanhNicholas R. JenningsPublished in: CoRR (2019)
Keyphrases
- bayesian inference
- prior information
- probabilistic model
- hyperparameters
- variational bayes
- machine learning
- support vector
- hidden variables
- bayesian model
- statistical inference
- learning algorithm
- markov networks
- unsupervised learning
- particle filter
- training set
- feature space
- feature selection
- supervised learning
- data streams
- prior distribution
- variational inference
- gibbs sampler
- hierarchical bayesian
- weighted model counting