Low-Cost Learning via Active Data Procurement.
Jacob D. AbernethyYiling ChenChien-Ju HoBo WaggonerPublished in: EC (2015)
Keyphrases
- data sets
- low cost
- data analysis
- prior knowledge
- training data
- data structure
- database
- missing data
- data processing
- image data
- inductive inference
- high dimensional data
- electronic commerce
- statistical analysis
- data collection
- supervised learning
- small number
- knowledge discovery
- end users
- learning process
- reinforcement learning
- learning algorithm
- data points
- relational databases
- learning systems
- background knowledge
- data distribution
- learning tasks
- human experts
- learning models
- machine learning