ICML-Instance Specific Approximations for Submodular Maximization

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Instance Specic Approximations for Submodular Maximization

                   Eric Balkanski 1 Sharon Qian 2 Yaron Singer 2

            Abstract                 1. Introduction
   For many optimization problems in machine learn-      A central challenge in machine learning is that many of the
   ing, nding an optimal solution is computation-       optimization problems we deal with are computationally
   ally intractable and we seek algorithms that per-      intractable. For problems like cl ...

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关键词：maximization Specific instance modular Approx