Debiasing In-Sample Policy Performance for Small-Data, Large-Scale Optimization.
Vishal GuptaMichael HuangPaat RusmevichientongPublished in: CoRR (2021)
Keyphrases
- data sets
- database
- data collection
- data sources
- data analysis
- data processing
- raw data
- data structure
- statistical analysis
- small scale
- data quality
- synthetic data
- computer systems
- small number
- data points
- high quality
- training data
- image data
- small fraction
- knowledge discovery
- sample size
- data distribution
- original data
- massive scale
- end users
- complex data
- decision trees
- missing data
- prior knowledge
- optimization problems