Effective sampling and learning for mallows models with pairwise-preference data.
Tyler LuCraig BoutilierPublished in: J. Mach. Learn. Res. (2014)
Keyphrases
- accurate models
- data sets
- raw data
- pairwise
- learned models
- learning models
- training data
- data collection
- prior knowledge
- learning systems
- database
- data sources
- historical data
- high quality
- learning process
- bayesian methods
- human experts
- data processing
- data analysis
- supervised learning
- statistical analysis
- similarity measure
- experimental data
- active learning
- hidden variables
- original data
- image data
- reinforcement learning
- structured prediction
- knowledge discovery
- input data
- multi class
- statistical methods
- background knowledge
- loss function
- data structure