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07/11/2023
Score Function Gradient Estimation to Widen the Applicability of Decision-Focused Learning
Many real-world optimization problems contain unknown parameters that mu...
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06/17/2023
An analysis of Universal Differential Equations for data-driven discovery of Ordinary Differential Equations
In the last decade, the scientific community has devolved its attention ...
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10/25/2022
UNIFY: a Unified Policy Designing Framework for Solving Constrained Optimization Problems with Machine Learning
The interplay between Machine Learning (ML) and Constrained Optimization...
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02/25/2020