A Note on "Efficient Task-Specific Data Valuation for Nearest Neighbor Algorithms".
Jiachen T. WangRuoxi JiaPublished in: CoRR (2023)
Keyphrases
- nearest neighbor
- data sets
- data structure
- raw data
- data collection
- database
- high dimensional
- data analysis
- high quality
- data sources
- noisy data
- computationally efficient
- computer systems
- multimedia data
- computationally expensive
- high dimensional data
- statistical analysis
- data mining tasks
- data processing
- data mining techniques
- training data
- input data
- optimization problems
- image data
- similarity search
- distance function
- knowledge discovery
- end users
- learning algorithm
- data mining
- data reduction
- computationally intensive
- high dimensional spaces
- limited memory