Advanced topics in weakly supervised learning
Lei Feng · 2021
Machine learning has achieved great advances in various tasks, especially in supervised learning tasks. However, supervised learning requires all the correct labels of training examples to train an effective model, and collecting training examples with such strong supervision could incur unaffordable monetary or time cost. Therefore, weakly supervised learning, which aims to build predictive models by learning with weak supervision, has attracted increasing attention in recent years.