Federated Learning in Big Model Era: Domain-Specific Multimodal Large Models.
Zengxiang LiZhaoxiang HouHui LiuYing WangTongzhi LiLongfei XieChao ShiChengyi YangWeishan ZhangZelei LiuLiang XuPublished in: CoRR (2023)
Keyphrases
- prior knowledge
- learning models
- probabilistic model
- domain specific
- computational model
- learned models
- generic model
- analytical model
- statistical model
- accurate models
- autoregressive
- experimental data
- hidden variables
- computational models
- modeling framework
- neural network model
- hybrid model
- prediction model
- predictive model
- mathematical model
- active learning
- learning process
- statistical models
- knowledge acquisition
- learning phase
- structured prediction
- learning rules
- domain models
- relational models
- big data
- mathematical models
- random fields
- neural nets
- learning algorithm
- statistical methods
- domain independent
- learning styles
- model selection
- online learning
- data sources
- artificial neural networks
- objective function