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09/16/2023
Inverse classification with logistic and softmax classifiers: efficient optimization
In recent years, a certain type of problems have become of interest wher...
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03/06/2023
Very fast, approximate counterfactual explanations for decision forests
We consider finding a counterfactual explanation for a classification or...
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04/07/2021
Sparse Oblique Decision Trees: A Tool to Understand and Manipulate Neural Net Features
The widespread deployment of deep nets in practical applications has lea...
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03/01/2021
Counterfactual Explanations for Oblique Decision Trees: Exact, Efficient Algorithms
We consider counterfactual explanations, the problem of minimally adjust...
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11/08/2019
An Experimental Comparison of Old and New Decision Tree Algorithms
This paper presents a detailed comparison of a recently proposed algorit...
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09/27/2019
