A Survey on Efficient Federated Learning Methods for Foundation Model Training.
Herbert WoisetschlägerAlexander IsenkoShiqiang WangRuben MayerHans-Arno JacobsenPublished in: CoRR (2024)
Keyphrases
- learning models
- learned models
- theoretical foundation
- automatically learned
- prior knowledge
- reinforcement learning
- learning scheme
- significant improvement
- mathematical model
- learning mechanism
- neural nets
- qualitative and quantitative
- learning phase
- computationally expensive
- computational model
- empirical studies
- supervised learning
- probabilistic model
- active learning
- structured prediction
- training procedure
- recurrent networks
- statistical methods
- learning problems
- learning tasks
- machine learning
- generative model
- online learning
- learning algorithm