Robustness of Accuracy Metric and its Inspirations in Learning with Noisy Labels.
Pengfei ChenJunjie YeGuangyong ChenJingwei ZhaoPheng-Ann HengPublished in: AAAI (2021)
Keyphrases
- learning algorithm
- learning process
- high accuracy
- active learning
- prior knowledge
- error rate
- learning systems
- labeling effort
- support vector
- supervised learning
- prediction accuracy
- online learning
- labeled instances
- positive examples
- learning community
- computational efficiency
- unsupervised learning
- knowledge acquisition
- distance measure
- training data
- artificial intelligence