Provable Data Subset Selection For Efficient Neural Networks Training.
Murad TukanSamson ZhouAlaa MaaloufDaniela RusVladimir BravermanDan FeldmanPublished in: ICML (2023)
Keyphrases
- neural network
- image data
- data collection
- data sets
- data sources
- training data
- subset selection
- data analysis
- original data
- data processing
- data structure
- training samples
- input data
- data quality
- high dimensional data
- statistical analysis
- database
- feature selection
- small number
- artificial neural networks
- learning algorithm
- cost function
- prior knowledge
- data distribution
- raw data
- training set
- high quality
- labelled data