When Neural Networks Fail to Generalize? A Model Sensitivity Perspective.
Jiajin ZhangHanqing ChaoAmit DhurandharPin-Yu ChenAli TajerYangyang XuPingkun YanPublished in: CoRR (2022)
Keyphrases
- neural network
- sensitivity analysis
- mathematical model
- computational model
- probabilistic model
- real time
- statistical model
- management system
- neural network model
- theoretical framework
- formal model
- machine learning
- cost function
- prior knowledge
- neural nets
- bayesian networks
- prediction model
- associative memory
- network model
- experimental data
- theoretical analysis
- expectation maximization
- probability distribution
- viewpoint
- similarity measure