Formal Models of Active Learning from Contrastive Examples

Farnam Mansouri, Hans U. Simon, Adish Singla +2

Machine learning can greatly benefit from providing learning algorithms with pairs of contrastive training examples -- typically pairs of instances that differ only slightly, yet h…