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03/12/2023
Branch Learn with Post-hoc Correction for Predict+Optimize with Unknown Parameters in Constraints
Combining machine learning and constrained optimization, Predict+Optimiz...
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09/08/2022
Predict+Optimize for Packing and Covering LPs with Unknown Parameters in Constraints
Predict+Optimize is a recently proposed framework which combines machine...
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05/01/2022
Branch Learn for Recursively and Iteratively Solvable Problems in Predict+Optimize
This paper proposes Branch Learn, a framework for Predict+Optimize t...
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10/04/2020
"Drunk Man" Saves Our Lives: Route Planning by a Biased Random Walk Mode
Based on the hurricane striking Puerto Rico in 2017, we developed a tran...
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09/16/2020
Compressing Facial Makeup Transfer Networks by Collaborative Distillation and Kernel Decomposition
Although the facial makeup transfer network has achieved high-quality pe...
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10/31/2018
