Show or Suppress? Managing Input Uncertainty in Machine Learning Model Explanations.
Danding WangWencan ZhangBrian Y. LimPublished in: CoRR (2021)
Keyphrases
- machine learning
- formal model
- computational model
- theoretical analysis
- management system
- neural network
- image segmentation
- pattern recognition
- natural language processing
- cost function
- probability distribution
- machine learning models
- data sets
- decision theoretic
- machine learning methods
- supervised learning
- artificial neural networks
- computer science
- objective function
- similarity measure
- decision trees
- computer vision
- artificial intelligence
- information retrieval