138 citations · 200 across the 9 of their papers we have counts for
3 papers · 1 filter
Realistic risk-mitigating recommendations via inverse classification
Michael T. Lash, W. Nick Street
Inverse classification, the process of making meaningful perturbations to a test point such that it is more likely to have a desired classification, has previously been addressed u…
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…
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…