Annotations on a Budget: Leveraging Geo-Data Similarity to Balance Model Performance and Annotation Cost.
Oana IgnatLongju BaiJoan NwatuRada MihalceaPublished in: CoRR (2024)
Keyphrases
- prior knowledge
- data sets
- data structure
- test data
- probability distribution
- input data
- empirical data
- learning models
- computational model
- data collection
- data processing
- data sources
- simulation data
- database
- high dimensional data
- measured data
- metadata
- experimental data
- objective function
- data mining techniques
- probabilistic model
- data quality
- mathematical model
- semantic annotation
- data analysis
- data points
- active learning
- image data