Online gradient descent algorithms for functional data learning.
Xiaming ChenBohao TangJun FanXin GuoPublished in: J. Complex. (2022)
Keyphrases
- learning algorithm
- learning process
- data sets
- training data
- prior knowledge
- image data
- learning models
- raw data
- online learning
- data quality
- human experts
- statistical methods
- data collection
- data mining techniques
- high quality
- data structure
- data analysis
- learned models
- noisy data
- knowledge discovery
- data mining algorithms
- spatial data
- background knowledge
- end users
- learning systems
- active learning
- computational complexity
- data processing
- original data
- cost function
- reinforcement learning
- data mining tasks
- synthetic datasets
- learning rules
- probability distribution