Over-parameterized Model Optimization with Polyak-Łojasiewicz Condition.
Yixuan ChenYubin ShiMingzhi DongXiaochen YangDongsheng LiYujiang WangRobert P. DickQin LvYingying ZhaoFan YangNing GuLi ShangPublished in: ICLR (2023)
Keyphrases
- high level
- probabilistic model
- objective function
- optimization method
- statistical model
- computational model
- optimization scheme
- optimization model
- formal model
- simulation model
- theoretical framework
- real time
- mathematical model
- parameter estimation
- management system
- cost function
- prior knowledge
- network model
- constrained optimization
- neural network
- data sets