An Adaptive Method for Weak Supervision with Drifting Data.
Alessio MazzettoReza EsfandiarpoorEli UpfalStephen H. BachPublished in: CoRR (2023)
Keyphrases
- synthetic data
- statistical methods
- data sets
- input data
- data structure
- cost function
- data distribution
- test data
- clustering method
- data collection
- data processing
- data analysis
- knowledge discovery
- image data
- support vector machine
- prior knowledge
- high quality
- detection method
- prior information
- preprocessing
- training data
- segmentation method
- missing data
- high precision
- statistical analysis
- pairwise
- xml documents
- raw data
- data sources
- noisy data
- missing values
- classification algorithm
- training samples
- model selection
- em algorithm
- probability distribution
- computational cost
- data mining