The AIM and EM Algorithms for Learning from Coarse Data.
Manfred JaegerPublished in: J. Mach. Learn. Res. (2022)
Keyphrases
- data sets
- learning algorithm
- high quality
- data structure
- learning process
- noise tolerant
- prior knowledge
- learning models
- database
- bayesian networks
- computer systems
- image data
- data mining algorithms
- noisy data
- raw data
- learning tasks
- machine learning algorithms
- statistical methods
- knowledge discovery
- probabilistic model
- knowledge acquisition
- bayesian methods
- computational complexity
- reinforcement learning
- data quality
- learned models
- sufficient statistics
- data distribution
- learning systems
- data collection
- data processing
- online learning
- data points
- data sources
- active learning
- data analysis
- e learning
- neural network