Addressing Data Heterogeneity in Decentralized Learning via Topological Pre-processing.
Waqwoya AbebeAli JannesariPublished in: CoRR (2022)
Keyphrases
- data sets
- data processing
- knowledge discovery
- original data
- data collection
- data structure
- background knowledge
- high quality
- small number
- data analysis
- synthetic data
- statistical analysis
- unsupervised learning
- probability distribution
- data sources
- preprocessing
- reinforcement learning
- image data
- online learning
- learning algorithm
- high dimensional data
- prior knowledge
- learning systems
- database
- human experts
- data distribution
- domain experts
- mobile robot
- computer systems
- input data