Online System Evaluation and Learning of Data Source Models: a Probabilistic Generative Approach.
Gregor PavlinAnne-Laure JousselmeJohan Pieter de VilliersPaulo C. G. CostaKathryn B. LaskeyFranck MignetAlta de WaalPublished in: FUSION (2019)
Keyphrases
- generative model
- online learning
- prior knowledge
- probabilistic model
- learned models
- learning algorithm
- discriminative methods
- learning tasks
- data sources
- learning process
- data driven
- latent variable models
- bayesian framework
- supervised learning
- mobile learning
- discriminative learning
- data sets
- accurate models
- markov logic networks
- hybrid learning
- learning models
- posterior probability
- machine learning algorithms
- bayesian networks
- learning systems
- information sources
- probabilistic topic models
- unsupervised learning