Learning Hash Functions Using Column Generation

  title={Learning Hash Functions Using Column Generation},
  author={Xi Li and Guosheng Lin and Chunhua Shen and Anton van den Hengel and Anthony R. Dick},
We provide more details in this supplementary document on (1) learning hash functions with the hinge loss; (2) learning hash functions with general convex loss. Those information is omitted in our paper [3] due to space limit. More specifically, the optimization problems in (1) are regularized by two types of norms: l1 norm and l∞ norm. (2) We provide the details of deriving the optimization formulation using squared hinge loss and logistic loss regularized by the l1 and l∞ norms. 
Recent Discussions
This paper has been referenced on Twitter 3 times over the past 90 days. VIEW TWEETS
1 Extracted Citations
27 Extracted References
Similar Papers

Citing Papers

Publications influenced by this paper.

Referenced Papers

Publications referenced by this paper.
Showing 1-10 of 27 references

Similar Papers

Loading similar papers…