Data-Independent Structured Pruning of Neural Networks via Coresets.
Ben MussayDan FeldmanSamson ZhouVladimir BravermanMargarita OsadchyPublished in: IEEE Trans. Neural Networks Learn. Syst. (2022)
Keyphrases
- data collection
- data sets
- data sources
- neural network
- real world
- database
- complex data
- original data
- synthetic data
- statistical analysis
- historical data
- data quality
- high dimensional data
- input data
- small number
- data analysis
- training data
- knowledge discovery
- prior knowledge
- search space
- artificial neural networks
- pattern recognition
- sensor data
- data distribution
- statistical methods
- noisy data
- information retrieval
- big data
- machine learning
- data mining