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Cynthia Rudin

Duke University

Rashomon Sets for Prototypical-Part Networks: Editing Interpretable Models in Real-Time

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Mar 03, 2025
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Models That Are Interpretable But Not Transparent

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Feb 26, 2025
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Near Optimal Decision Trees in a SPLIT Second

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Feb 21, 2025
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How Your Location Relates to Health: Variable Importance and Interpretable Machine Learning for Environmental and Sociodemographic Data

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Jan 03, 2025
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Dimension Reduction with Locally Adjusted Graphs

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Dec 19, 2024
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Interpretable Generalized Additive Models for Datasets with Missing Values

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Dec 03, 2024
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Navigating the Effect of Parametrization for Dimensionality Reduction

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Nov 24, 2024
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Improving Decision Sparsity

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Oct 27, 2024
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FastSurvival: Hidden Computational Blessings in Training Cox Proportional Hazards Models

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Oct 24, 2024
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Phononic materials with effectively scale-separated hierarchical features using interpretable machine learning

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Aug 15, 2024
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