Tieliang Gong

Margin Based PU Learning

2018 · Proceedings of the AAAI Conference on Artificial Intelligence

The PU learning problem concerns about learning from positive and unlabeled data. A popular heuristic is to iteratively enlarge training set based on some margin-based criterion. However, little theoretical analysis has been conducted to support …