Data Distribution-Aware Model Aggregation for non-IID Data in a Federated Learning Framework.
Deepali KushwahaAnanya MehrotraRajesh M. HegdePublished in: NOMS (2024)
Keyphrases
- data distribution
- prior knowledge
- learning models
- distributed data
- learned models
- high dimensional data
- probabilistic model
- data sets
- data streams
- input data
- data sources
- database
- data points
- data skew
- probability distribution
- data analysis
- learning algorithm
- learning tasks
- streaming data
- multi dimensional
- active learning
- index structure
- data structure
- similarity measure
- decision trees
- computer vision