Efficient Data Shapley for Weighted Nearest Neighbor Algorithms.
Jiachen T. WangPrateek MittalRuoxi JiaPublished in: AISTATS (2024)
Keyphrases
- training set
- nearest neighbor
- data sets
- training data
- high dimensional spaces
- data structure
- limited memory
- data mining algorithms
- high quality
- incomplete data
- data mining techniques
- data collection
- computationally expensive
- synthetic data
- computationally efficient
- database
- data reduction
- missing data
- input data
- feature extraction
- image data
- data processing
- data points
- data sources
- data analysis
- order statistics
- learning algorithm
- related problems
- high dimensional
- data quality
- noisy data
- statistical methods
- data distribution
- clustering algorithm
- spatial data
- knowledge discovery