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cs.LG2023★ 1 cited
Difference of Submodular Minimization via DC Programming
Marwa El Halabi, George Orfanides, Tim Hoheisel
Minimizing the difference of two submodular (DS) functions is a problem that naturally occurs in various machine learning problems. Although it is well known that a DS problem can…
cs.LG2019★ 1 cited
A principled approach for generating adversarial images under non-smooth dissimilarity metrics
Aram-Alexandre Pooladian, Chris Finlay, Tim Hoheisel +1
Deep neural networks perform well on real world data but are prone to adversarial perturbations: small changes in the input easily lead to misclassification. In this work, we propo…