Online Model Compression for Federated Learning with Large Models.
Tien-Ju YangYonghui XiaoGiovanni MottaFrançoise BeaufaysRajiv MathewsMingqing ChenPublished in: ICASSP (2023)
Keyphrases
- learning models
- learned models
- probabilistic model
- prior knowledge
- accurate models
- online learning
- experimental data
- modeling framework
- learning algorithm
- analytical model
- statistical model
- generic model
- multiple models
- statistical models
- learning process
- learning scheme
- structured prediction
- latent variable models
- parametric models
- high level
- autoregressive
- computational models
- linear model
- prediction model
- hidden variables
- computational model
- mathematical model
- process model
- learning tasks
- domain models
- objective function
- fully connected
- learning systems
- conceptual model
- neural network model
- learning mechanism
- dynamic bayesian networks
- hybrid model