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George Orfanides

2 accepted papers

2025

Discrete and Continuous Difference of Submodular Minimization

ICML 2025poster

Submodular functions, defined on continuous or discrete domains, arise in numerous applications. We study the minimization of the difference of submodular (DS) functions, over both domains, extending prior work restricted to set functions. We show that all functions on discrete domains and all smoot…