Differentially Private Low-Rank Adaptation of Large Language Model Using Federated Learning.
Xiao-Yang LiuRongyi ZhuDaochen ZhaJiechao GaoShan ZhongMeikang QiuPublished in: CoRR (2023)
Keyphrases
- language model
- low rank
- differentially private
- learning algorithm
- convex optimization
- probabilistic model
- document retrieval
- information retrieval
- supervised learning
- linear combination
- unsupervised learning
- test collection
- active learning
- probability distribution
- high dimensional
- mixture model
- privacy preserving
- retrieval model
- pattern recognition