A Faster Algorithm for Generalized Multiple-Instance Learning

  title={A Faster Algorithm for Generalized Multiple-Instance Learning},
  author={Qingping Tao and Stephen D. Scott},
  booktitle={FLAIRS Conference},
In our prior work, we introduced a generalization of the multiple-instance learning (MIL) model in which a bag’s label is not based on a single instance’s proximity to a single target point. Rather, a bag is positive if and only if it contains acollectionof instances, each near one of asetof target points. This generalized model is much more expressive than the conventional multipleinstance model, and our first algorithm in this model had significantly lower generalization error on several… CONTINUE READING
Highly Cited
This paper has 23 citations. REVIEW CITATIONS
16 Citations
14 References
Similar Papers

Similar Papers

Loading similar papers…