Promoting Data and Model Privacy in Federated Learning through Quantized LoRA.
Jianhao ZhuChangze LvXiaohua WangMuling WuWenhao LiuTianlong LiZixuan LingCenyuan ZhangXiaoqing ZhengXuanjing HuangPublished in: CoRR (2024)
Keyphrases
- prior knowledge
- learning models
- experimental data
- input data
- data sets
- hidden variables
- probability distribution
- learned models
- learning algorithm
- probabilistic model
- test data
- data structure
- learning scheme
- database
- network structure
- background knowledge
- computational model
- data points
- training data
- bayesian methods
- statistical methods
- original data
- accurate models
- data quality
- learning process
- active learning
- data collection
- bayesian networks
- neural network
- data analysis
- cooperative
- data sources
- reinforcement learning
- sensory data