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cs.DS2023
Robust Approximation Algorithms for Non-monotone -Submodular Maximization under a Knapsack Constraint
Dung T. K. Ha, Canh V. Pham, Tan D. Tran +1
The problem of non-monotone -submodular maximization under a knapsack constraint ($\kSMK$) over the ground set size has been raised in many applications in machine learning,…
cs.DS2023★ 1 cited
Linear Query Approximation Algorithms for Non-monotone Submodular Maximization under Knapsack Constraint
Canh V. Pham, Tan D. Tran, Dung T. K. Ha +1
This work, for the first time, introduces two constant factor approximation algorithms with linear query complexity for non-monotone submodular maximization over a ground set of si…