Scaling Laws for the Value of Individual Data Points in Machine Learning.
Ian CovertWenlong JiTatsunori HashimotoJames ZouPublished in: CoRR (2024)
Keyphrases
- machine learning
- data points
- pattern recognition
- nearest neighbor
- data distribution
- information extraction
- decision trees
- machine learning methods
- model selection
- semi supervised learning
- data sets
- active learning
- distance metric
- learning tasks
- input space
- machine learning approaches
- artificial intelligence
- information retrieval
- data mining
- inductive learning
- machine learning algorithms
- supervised machine learning
- knowledge discovery
- knowledge acquisition
- low dimensional
- multi dimensional
- feature space
- data analysis
- data streams
- training data
- feature extraction
- image segmentation
- computer vision
- neural network