FedBiOT: LLM Local Fine-tuning in Federated Learning without Full Model.
Feijie WuZitao LiYaliang LiBolin DingJing GaoPublished in: KDD (2024)
Keyphrases
- fine tuning
- formal model
- prior knowledge
- statistical model
- probabilistic model
- data sets
- learning algorithm
- machine learning
- learning problems
- experimental data
- mathematical model
- computational model
- theoretical analysis
- management system
- supervised learning
- probability distribution
- active learning
- learning process
- neural nets
- accurate models
- semi supervised
- learned models
- knowledge base
- structured prediction
- learning phase
- learning mechanism
- learning scheme
- learning models
- high level
- similarity measure
- cost function
- learning experience
- markov random field