Augment with Care: Contrastive Learning for Combinatorial Problems

Haonan Duan, Pashootan Vaezipoor, Max B. Paulus, Yangjun Ruan, Chris J. Maddison. Augment with Care: Contrastive Learning for Combinatorial Problems. In Kamalika Chaudhuri, Stefanie Jegelka, Le Song, Csaba Szepesvári, Gang Niu 0001, Sivan Sabato, editors, International Conference on Machine Learning, ICML 2022, 17-23 July 2022, Baltimore, Maryland, USA. Volume 162 of Proceedings of Machine Learning Research, pages 5627-5642, PMLR, 2022. [doi]

Authors

Haonan Duan

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Pashootan Vaezipoor

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Max B. Paulus

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Yangjun Ruan

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Chris J. Maddison

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