Communication-Efficient Diffusion Strategy for Performance Improvement of Federated Learning with Non-IID Data.
Seyoung AhnSoohyeong KimYongseok KwonJoohan ParkJiseung YounSunghyun ChoPublished in: CoRR (2022)
Keyphrases
- data sets
- prior knowledge
- raw data
- data sources
- learning algorithm
- learning systems
- database
- data structure
- experimental data
- reinforcement learning
- data collection
- probability distribution
- distributed data
- original data
- knowledge acquisition
- image data
- end users
- data points
- decision trees
- learning process
- data analysis
- training data
- high quality
- data mining
- bayesian methods
- noisy data
- data acquisition
- data distribution
- digital libraries
- computer systems
- data processing
- online learning
- input data
- semi supervised