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cs.LG2016★ 59 cited
Generalized Inverse Classification
Michael T. Lash, Qihang Lin, W. Nick Street +2
Inverse classification is the process of perturbing an instance in a meaningful way such that it is more likely to conform to a specific class. Historical methods that address such…
cs.LG2016
A budget-constrained inverse classification framework for smooth classifiers
Michael T. Lash, Qihang Lin, W. Nick Street +1
Inverse classification is the process of manipulating an instance such that it is more likely to conform to a specific class. Past methods that address such a problem have shortcom…