Optimizing Data Usage via Differentiable Rewards.
Xinyi WangHieu PhamPaul MichelAntonios AnastasopoulosJaime G. CarbonellGraham NeubigPublished in: ICML (2020)
Keyphrases
- data sets
- experimental data
- data sources
- training data
- neural network
- spatial data
- data collection
- data processing
- data points
- knowledge discovery
- historical data
- data quality
- data distribution
- application domains
- synthetic data
- data analysis
- high quality
- machine learning
- image data
- end users
- xml documents
- statistical analysis
- pairwise
- missing data
- attribute values
- reinforcement learning
- data acquisition
- noisy data
- databases
- complex data
- database