How Much a Model be Trained by Passive Learning Before Active Learning?
Dae Ung JoSangdoo YunJin Young ChoiPublished in: IEEE Access (2022)
Keyphrases
- active learning
- prior knowledge
- probabilistic model
- learning algorithm
- computational model
- experimental data
- reinforcement learning
- learning process
- em algorithm
- learning mechanism
- conceptual model
- statistical model
- theoretical analysis
- online learning
- management system
- training set
- state space
- probability distribution
- parameter estimation
- mathematical model
- objective function
- similarity measure
- high level
- neural network model
- neural nets
- learning models
- machine learning