Data Amplification: Instance-Optimal Property Estimation.
Yi HaoAlon OrlitskyPublished in: ICML (2020)
Keyphrases
- data sets
- data collection
- statistical analysis
- complex data
- data quality
- synthetic data
- prior knowledge
- small number
- raw data
- data mining techniques
- data analysis
- data structure
- optimal solution
- training data
- real time
- relational databases
- machine learning
- information systems
- data acquisition
- data mining algorithms
- sensor data
- missing data
- feature selection
- high dimensional data
- data processing
- database
- data points
- dynamic programming