Data-Efficient Structured Pruning via Submodular Optimization.
Marwa El HalabiSuraj SrinivasSimon Lacoste-JulienPublished in: CoRR (2022)
Keyphrases
- data sets
- data analysis
- data structure
- data collection
- image data
- database
- statistical methods
- high quality
- data sources
- data retrieval
- complex data
- experimental data
- data processing
- training data
- neural network
- data points
- optimization problems
- input data
- search algorithm
- raw data
- knowledge discovery
- probability distribution
- small number
- data streams
- synthetic data
- social networks
- greedy algorithm
- search engine