Submodular-Optimization

• Submodular Optimization: Diminishing Returns, the (1-1/e) Greedy Guarantee, and Machine Learning Applications · 2020-02-01

  A comprehensive study of submodular functions—the discrete analog of convexity—the greedy algorithm's optimal approximation, and applications in active learning and summarization.