An Exact Symbolic Reduction of Linear Smart Predict+Optimize to Mixed Integer Linear Programming

Jihwan Jeong, Parth Jaggi, Andrew Butler, Scott Sanner. An Exact Symbolic Reduction of Linear Smart Predict+Optimize to Mixed Integer Linear Programming. 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 10053-10067, PMLR, 2022. [doi]

Authors

Jihwan Jeong

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Parth Jaggi

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Andrew Butler

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Scott Sanner

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