Not All Models Are Equal: Predicting Model Transferability in a Self-challenging Fisher Space.
Wenqi ShaoXun ZhaoYixiao GeZhaoyang ZhangLei YangXiaogang WangYing ShanPing LuoPublished in: CoRR (2022)
Keyphrases
- probabilistic model
- modeling framework
- experimental data
- computational model
- formal model
- high level
- parameter estimation
- metamodel
- prediction model
- quality prediction
- mathematical models
- computational models
- statistical models
- process model
- model construction
- domain models
- accurate models
- generic model
- analytical model
- stochastic model
- linear models
- model fitting
- finite state machines
- random fields
- statistical model
- parametric models
- network structure
- probability distribution
- autoregressive
- complex systems
- hierarchical model
- nonlinear models
- learned models
- multiple models
- diffusion model
- classification models
- real world