Weaker Than You Think: A Critical Look atWeakly Supervised Learning.
Dawei ZhuXiaoyu ShenMarius MosbachAndreas StephanDietrich KlakowPublished in: CoRR (2023)
Keyphrases
- supervised learning
- machine learning
- training set
- unsupervised learning
- learning algorithm
- case study
- active learning
- semi supervised
- supervised machine learning
- multiple instance learning
- supervised classification
- learning problems
- learning tasks
- class labels
- training examples
- unlabeled data
- reinforcement learning
- training data
- website
- data sets
- labeled data
- real time
- expert systems
- information systems