Learning credible DNNs via incorporating prior knowledge and model local explanation.
Mengnan DuNinghao LiuFan YangXia HuPublished in: Knowl. Inf. Syst. (2021)
Keyphrases
- prior knowledge
- incorporating prior knowledge
- computational model
- mathematical model
- connectionist networks
- cost function
- learning scheme
- learning models
- similarity measure
- learning phase
- probabilistic model
- theoretical analysis
- learning algorithm
- classification models
- theoretical framework
- neural nets
- privileged information
- learning tasks
- experimental data
- statistical model
- parameter estimation
- online learning
- learning process
- reinforcement learning
- training data
- high level