Bounded Memory Active Learning through Enriched Queries.
Max HopkinsDaniel KaneShachar LovettMichal MoshkovitzPublished in: COLT (2021)
Keyphrases
- active learning
- bounded memory
- query processing
- query language
- response time
- web search engines
- efficient processing
- learning process
- complex queries
- database
- selective sampling
- query formulation
- database queries
- user queries
- range queries
- query terms
- data mining
- machine learning
- query evaluation
- data management
- learning algorithm
- supervised learning
- relevance feedback
- learning strategies
- search queries
- cost model
- labeled data
- semi supervised