Debiased-CAM to mitigate systematic error with faithful visual explanations of machine learning.
Wencan ZhangMariella DimiccoliBrian Y. LimPublished in: CoRR (2022)
Keyphrases
- machine learning
- error rate
- visual representations
- inductive learning
- data mining
- machine learning methods
- pattern recognition
- low level
- visual features
- visual information
- neural network
- data analysis
- visual analysis
- text mining
- knowledge acquisition
- error analysis
- machine learning algorithms
- machine learning approaches
- computer science
- statistical methods
- learning tasks
- artificial intelligence
- high level
- machine learning and data mining
- computational biology
- error bounds
- learning problems
- domain knowledge
- learning systems
- real time
- text classification
- information extraction
- active learning