Active Learning with Unbalanced Classes and Example-Generation Queries.
Christopher H. Lin MausamDaniel S. WeldPublished in: HCOMP (2018)
Keyphrases
- active learning
- query language
- query processing
- query evaluation
- database
- rare class
- equivalence queries
- semi supervised
- response time
- query formulation
- web search engines
- user queries
- efficient processing
- range queries
- unlabeled data
- integrity constraints
- learning strategies
- data objects
- query answering
- search queries
- complex queries
- experimental design
- language model
- multi class
- training set
- selective sampling
- learning algorithm