The Product Cut

Thomas Laurent, James von Brecht, Xavier Bresson, arthur szlam

Neural Information Processing Systems 

We introduce a theoretical and algorithmic framework for multi-way graph partitioning that relies on a multiplicative cut-based objective. We refer to this objective as the Product Cut. We provide a detailed investigation of the mathematical properties of this objective and an effective algorithm for its optimization.

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