Improving Model Inference in Industry by Combining Active and Passive Learning.
Nan YangKousar AslamRamon R. H. SchiffelersLeonard LensinkDennis HendriksLoek CleophasAlexander SerebrenikPublished in: SANER (2019)
Keyphrases
- learning algorithm
- probabilistic model
- decision theoretic
- computational model
- dynamic bayesian networks
- learning models
- formal model
- statistical model
- mathematical model
- learning scheme
- online learning
- prior knowledge
- objective function
- learning mechanism
- efficient learning
- bayesian networks
- learned models
- learning systems
- structured prediction
- parameter estimation
- knowledge acquisition
- markov random field
- supervised learning
- management system
- learning process
- feature selection