Building Reliable Explanations of Unreliable Neural Networks: Locally Smoothing Perspective of Model Interpretation.
Dohun LimHyeonseok LeeSungchan KimPublished in: CoRR (2021)
Keyphrases
- neural network
- high level
- mathematical model
- computational model
- neural network model
- semantic description
- experimental data
- probabilistic model
- prior knowledge
- viewpoint
- pattern recognition
- level set
- theoretical analysis
- artificial neural networks
- theoretical framework
- statistical model
- reinforcement learning
- decision making
- formal model
- prediction model
- neural nets
- image interpretation
- data sets