Neighborhood Gradient Mean: An Efficient Decentralized Learning Method for Non-IID Data.
Sai Aparna AketiSangamesh KodgeKaushik RoyPublished in: Trans. Mach. Learn. Res. (2023)
Keyphrases
- synthetic data
- prior knowledge
- test data
- data sets
- missing data
- input data
- computationally efficient
- similarity measure
- database
- learning process
- pairwise
- data sources
- data points
- image data
- background knowledge
- prior information
- unsupervised learning
- learning tasks
- edge detection
- information loss
- learning scheme
- bayesian methods
- correlation analysis
- preprocessing
- data structure
- feature selection
- learning algorithm
- noisy data
- spectral clustering
- learned models
- labeled data
- data collection
- data mining techniques
- supervised learning
- knowledge discovery
- probability distribution
- dynamic programming
- learning environment