Learning from Indirect Observations

Yivan Zhang, Nontawat Charoenphakdee, Masashi Sugiyama

Weakly-supervised learning is a paradigm for alleviating the scarcity of labeled data by leveraging lower-quality but larger-scale supervision signals. While existing work mainly f…