Research team debuts the first deterministic streaming algorithms for non-monotone submodular maximization, delivering superior approximation ratios with minimal memory and real-time throughput on ...

The mathematical and algorithmic connections between the knapsack problem and a fundamental renewal-type problem are established. The renewal point of view leads to an efficient computational result ...