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09/16/2022
Computing Abductive Explanations for Boosted Trees
Boosted trees is a dominant ML model, exhibiting high accuracy. However,...
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09/02/2022
Proceedings of the 2022 XCSP3 Competition
This document represents the proceedings of the 2022 XCSP3 Competition. ...
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08/11/2021
Trading Complexity for Sparsity in Random Forest Explanations
Random forests have long been considered as powerful model ensembles in ...
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08/11/2021
On the Explanatory Power of Decision Trees
Decision trees have long been recognized as models of choice in sensitiv...
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04/13/2021
On the Computational Intelligibility of Boolean Classifiers
In this paper, we investigate the computational intelligibility of Boole...
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09/01/2020
XCSP3-core: A Format for Representing Constraint Satisfaction/Optimization Problems
In this document, we introduce XCSP3-core, a subset of XCSP3 that allows...
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06/02/2020