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02/15/2023
Unboxing Tree Ensembles for interpretability: a hierarchical visualization tool and a multivariate optimal re-built tree
The interpretability of models has become a crucial issue in Machine Lea...
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12/04/2022
Convergence under Lipschitz smoothness of ease-controlled Random Reshuffling gradient Algorithms
We consider minimizing the average of a very large number of smooth and ...
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10/19/2022
Margin Optimal Classification Trees
In recent years there has been growing attention to interpretable machin...
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10/08/2022
Speeding up the solution of the Site and Power Assignment Problem in Wireless Networks
This paper addresses the site and power assignment problem arising in th...
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07/30/2022
Solving the vehicle routing problem with deep reinforcement learning
Recently, the applications of the methodologies of Reinforcement Learnin...
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06/13/2022
AI-based Data Preparation and Data Analytics in Healthcare: The Case of Diabetes
The Associazione Medici Diabetologi (AMD) collects and manages one of th...
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03/18/2020