GRAD-MATCH: Gradient Matching based Data Subset Selection for Efficient Deep Model Training.
KrishnaTeja KillamsettyDurga SivasubramanianGanesh RamakrishnanAbir DeRishabh K. IyerPublished in: ICML (2021)
Keyphrases
- experimental data
- simulation data
- measured data
- data sets
- empirical data
- test data
- prior knowledge
- data analysis
- data sources
- probabilistic model
- image data
- input data
- statistical methods
- network structure
- database
- data mining
- genetic algorithm
- training data
- data structure
- cost function
- spatial data
- pattern matching
- computational model
- training examples
- probability distribution
- xml documents