SalientGrads: Sparse Models for Communication Efficient and Data Aware Distributed Federated Training.
Riyasat OhibBishal ThapaliyaPratyush GaggenapalliJingyu LiuVince D. CalhounSergey M. PlisPublished in: CoRR (2023)
Keyphrases
- distributed data
- data sets
- historical data
- prior knowledge
- data analysis
- statistical methods
- data acquisition
- experimental data
- data structure
- training data
- raw data
- data processing
- database
- heterogeneous data
- sparse data
- data collection
- original data
- data distribution
- lightweight
- statistical analysis
- distributed systems
- probability distribution
- data sources
- model selection
- spatial data
- computer systems
- small number
- image data
- data points
- training set
- learning algorithm
- databases
- learned models