Balancing Constraints and Submodularity in Data Subset Selection.
Srikumar RamalingamDaniel GlasnerKaushal PatelRaviteja VemulapalliSadeep JayasumanaSanjiv KumarPublished in: CoRR (2021)
Keyphrases
- data sets
- subset selection
- data analysis
- database
- raw data
- statistical analysis
- data mining techniques
- data points
- computer systems
- data sources
- optimal solution
- high quality
- training data
- artificial neural networks
- prior knowledge
- complex data
- probability distribution
- data processing
- sensor data
- machine learning
- databases
- decision trees
- data distribution
- experimental data
- high dimensional data
- data collection
- neural network
- end users
- data structure