Enhancing the Performance of Model Pruning in Over-the-Air Federated Learning with Non-IID Data.
Fazal Muhammad Ali KhanHatem Abou-ZeidSyed Ali HassanPublished in: ICC Workshops (2024)
Keyphrases
- prior knowledge
- learning models
- experimental data
- input data
- data sources
- simulation data
- probability distribution
- learning scheme
- test data
- data collection
- data analysis
- data sets
- knowledge discovery
- hidden variables
- learned models
- synthetic data
- background knowledge
- empirical data
- learning phase
- training data
- bayesian methods
- mathematical model
- data quality
- raw data
- statistical methods
- sensory data
- database
- reinforcement learning
- digital libraries
- active learning
- data points
- probabilistic model
- accurate models
- spatial data
- machine learning
- social networks
- learning mechanism
- image data
- computational model
- expert knowledge
- latent variables
- missing data
- human experts
- learning tasks