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Alexey Ignatiev

Distance-Restricted Explanations: Theoretical Underpinnings & Efficient Implementation

May 14, 2024
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Anytime Approximate Formal Feature Attribution

Dec 12, 2023
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On Formal Feature Attribution and Its Approximation

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Jul 14, 2023
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Delivering Inflated Explanations

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Jun 27, 2023
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On Computing Probabilistic Abductive Explanations

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Dec 12, 2022
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Eliminating The Impossible, Whatever Remains Must Be True

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Jun 20, 2022
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On Tackling Explanation Redundancy in Decision Trees

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May 20, 2022
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Provably Precise, Succinct and Efficient Explanations for Decision Trees

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May 19, 2022
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Efficient Explanations for Knowledge Compilation Languages

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Jul 08, 2021
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On Efficiently Explaining Graph-Based Classifiers

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Jun 03, 2021
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