Deep Indexed Active Learning for Matching Heterogeneous Entity Representations.
Arjit JainSunita SarawagiPrithviraj SenPublished in: Proc. VLDB Endow. (2021)
Keyphrases
- active learning
- matching algorithm
- entity resolution
- pattern matching
- keypoints
- image set
- learning strategies
- random sampling
- named entities
- real world
- pool based active learning
- selective sampling
- active learning strategies
- matching scheme
- data sets
- heterogeneous data
- experimental design
- shape matching
- graph matching
- image matching
- text classification
- feature selection
- computer vision
- learning algorithm