Nguyen Kim Thang

Non-monotone DR-submodular Maximization over General Convex Sets

Many real-world problems can often be cast as the optimization of DR-submodular functions defined over a convex domain. These functions play an important role with applications in many areas of applied mathematics, such as machine learning, computer vision, operation research, communication systems…