Theoretical Analysis of Submodular Information Measures for Targeted Data Subset Selection.
Nathan BeckTruong PhamRishabh K. IyerPublished in: CoRR (2024)
Keyphrases
- theoretical analysis
- data sets
- raw data
- subset selection
- end users
- complex data
- collected data
- information sources
- data collection
- prior knowledge
- sensor data
- database
- log data
- missing information
- huge amounts
- knowledge discovery
- data sources
- input data
- information loss
- domain knowledge
- multimedia data
- external data
- structural information
- historical data
- multiple sources
- information resources
- stored data
- private information
- temporal information
- background knowledge
- computer systems
- image data
- data analysis
- web data
- original data
- genetic algorithm
- data structure
- high dimensional data
- training data
- privacy concerns
- dynamic programming
- essential information
- xml documents