PRISM: A Unified Framework of Parameterized Submodular Information Measures for Targeted Data Subset Selection and Summarization.
Vishal KaushalSuraj KothawadeGanesh RamakrishnanJeff A. BilmesRishabh K. IyerPublished in: CoRR (2021)
Keyphrases
- raw data
- information sources
- sensor data
- prior knowledge
- data sets
- subset selection
- huge amounts
- historical data
- complex data
- database
- information resources
- missing information
- prior information
- data analysis
- privacy concerns
- feature selection
- background knowledge
- data sources
- data structure
- multimedia data
- end users
- computer systems
- data processing
- input data
- web data
- digital data
- data mining tools
- external data
- collected data
- private information
- multiple sources
- search algorithm
- data points
- missing data
- data collection
- data mining techniques
- knowledge discovery