Learning Combinatorial Optimization Algorithms over Graphs

Elias Khalil, Hanjun Dai, Yuyu Zhang, Bistra Dilkina, Le Song

Neural Information Processing Systems 

In many real-world applications, it is typically the case that the same optimization problem is solved again and again on a regular basis, maintaining the same problem structure but differing in the data.

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