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05/31/2023
Optimal Decision Trees for Separable Objectives: Pushing the Limits of Dynamic Programming
Global optimization of decision trees has shown to be promising in terms...
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12/04/2020
Divide and Learn: A Divide and Conquer Approach for Predict+Optimize
The predict+optimize problem combines machine learning ofproblem coeffic...
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09/15/2020
Optimal Decision Trees for Nonlinear Metrics
Nonlinear metrics, such as the F1-score, Matthews correlation coefficien...
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07/24/2020
MurTree: Optimal Classification Trees via Dynamic Programming and Search
Decision tree learning is a widely used approach in machine learning, fa...
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11/22/2019
