Search Results - Bordt, Sebastian

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  1. 1
    Statistics without Interpretation: A Sober Look at Explainable Machine Learning

    Statistics without Interpretation: A Sober Look at Explainable Machine Learning by Bordt, Sebastian, Ulrike von Luxburg

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  2. 2
    The Manifold Hypothesis for Gradient-Based Explanations

    The Manifold Hypothesis for Gradient-Based Explanations by Bordt, Sebastian, Upadhyay, Uddeshya, Akata, Zeynep, von Luxburg, Ulrike

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  3. 3
    ChatGPT Participates in a Computer Science Exam

    ChatGPT Participates in a Computer Science Exam by Bordt, Sebastian, Ulrike von Luxburg

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  4. 4
    From Shapley Values to Generalized Additive Models and back

    From Shapley Values to Generalized Additive Models and back by Bordt, Sebastian, Ulrike von Luxburg

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  5. 5
    Elephants Never Forget: Testing Language Models for Memorization of Tabular Data

    Elephants Never Forget: Testing Language Models for Memorization of Tabular Data by Bordt, Sebastian, Nori, Harsha, Caruana, Rich

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  6. 6
    Which Models have Perceptually-Aligned Gradients? An Explanation via Off-Manifold Robustness

    Which Models have Perceptually-Aligned Gradients? An Explanation via Off-Manifold Robustness by Srinivas, Suraj, Bordt, Sebastian, Lakkaraju, Hima

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  7. 7
    A Bandit Model for Human-Machine Decision Making with Private Information and Opacity

    A Bandit Model for Human-Machine Decision Making with Private Information and Opacity by Bordt, Sebastian, Ulrike von Luxburg

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  8. 8
    Elephants Never Forget: Memorization and Learning of Tabular Data in Large Language Models

    Elephants Never Forget: Memorization and Learning of Tabular Data in Large Language Models by Bordt, Sebastian, Nori, Harsha, Rodrigues, Vanessa, Nushi, Besmira, Caruana, Rich

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  9. 9
    How much can we forget about Data Contamination?

    How much can we forget about Data Contamination? by Bordt, Sebastian, Srinivas, Suraj, Boreiko, Valentyn, Ulrike von Luxburg

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  10. 10
    Post-Hoc Explanations Fail to Achieve their Purpose in Adversarial Contexts

    Post-Hoc Explanations Fail to Achieve their Purpose in Adversarial Contexts by Bordt, Sebastian, Finck, Michèle, Raidl, Eric, Ulrike von Luxburg

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  11. 11
    The Manifold Hypothesis for Gradient-Based Explanations

    The Manifold Hypothesis for Gradient-Based Explanations by Bordt, Sebastian, Upadhyay, Uddeshya, Akata, Zeynep, Ulrike von Luxburg

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  12. 12
    Data Science with LLMs and Interpretable Models

    Data Science with LLMs and Interpretable Models by Bordt, Sebastian, Lengerich, Ben, Nori, Harsha, Caruana, Rich

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  13. 13
    LLMs Understand Glass-Box Models, Discover Surprises, and Suggest Repairs

    LLMs Understand Glass-Box Models, Discover Surprises, and Suggest Repairs by Lengerich, Benjamin J, Bordt, Sebastian, Nori, Harsha, Nunnally, Mark E, Yin Aphinyanaphongs, Kellis, Manolis, Caruana, Rich

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  14. 14
    Recovery Guarantees for Kernel-based Clustering under Non-parametric Mixture Models

    Recovery Guarantees for Kernel-based Clustering under Non-parametric Mixture Models by Vankadara, Leena Chennuru, Bordt, Sebastian, Ulrike von Luxburg, Ghoshdastidar, Debarghya

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