Auditing: Active Learning with Outcome-Dependent Query Costs.
Sivan SabatoAnand D. SarwateNathan SrebroPublished in: CoRR (2013)
Keyphrases
- active learning
- relevance feedback
- database
- response time
- learning strategies
- processing cost
- query evaluation
- query processing
- inference control
- keywords
- data structure
- maintenance cost
- semi supervised
- range queries
- cost sensitive learning
- data sets
- query formulation
- database queries
- random sampling
- search queries
- learning algorithm
- indexing techniques
- user interaction
- labeled data
- retrieval method
- statistical databases
- query expansion
- information retrieval
- selective sampling
- machine learning
- databases