Submodularity in Data Subset Selection and Active Learning.
Kai WeiRishabh K. IyerJeff A. BilmesPublished in: ICML (2015)
Keyphrases
- data sets
- active learning
- subset selection
- data collection
- statistical analysis
- database
- synthetic data
- missing data
- image data
- data analysis
- experimental data
- training data
- data mining techniques
- data processing
- raw data
- data distribution
- labeled data
- training examples
- original data
- sensor data
- high quality
- high dimensional data
- feature selection
- data streams
- machine learning
- feature space