Keeping Pace with Ever-Increasing Data: Towards Continual Learning of Code Intelligence Models.
Shuzheng GaoHongyu ZhangCuiyun GaoChaozheng WangPublished in: CoRR (2023)
Keyphrases
- accurate models
- prior knowledge
- learning models
- learned models
- data sets
- raw data
- learning algorithm
- historical data
- experimental data
- data collection
- statistical analysis
- high quality
- synthetic data
- database
- incomplete data
- bayesian methods
- statistical methods
- supervised learning
- learning systems
- data mining techniques
- knowledge discovery
- image data
- probabilistic model
- data mining
- training data
- reinforcement learning
- data analysis
- previously learned
- databases
- neural network
- predictive model
- machine learning
- association rules
- learning process
- background knowledge
- active learning
- probability distribution
- computer systems
- data points
- online learning