"What Data Benefits My Classifier?" Enhancing Model Performance and Interpretability through Influence-Based Data Selection.
Anshuman ChhabraPeizhao LiPrasant MohapatraHongfu LiuPublished in: ICLR (2024)
Keyphrases
- data sets
- experimental data
- database
- probability distribution
- data analysis
- prior knowledge
- training data
- end users
- knowledge discovery
- data collection
- empirical data
- data quality
- original data
- test data
- synthetic data
- high dimensional data
- input data
- probabilistic model
- artificial neural networks
- neural network
- data processing
- statistical analysis
- attribute values
- mathematical model
- training set
- statistical methods
- objective function
- high quality