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  1. road_evaluation road_evaluation Public

    Source Code of the ROAD benchmark for feature attribution methods (ICML22)

    Jupyter Notebook 22 7

  2. gaussian_mip gaussian_mip Public

    Gaussian Membership Inference Privacy (NeurIPS 2023)

    Jupyter Notebook 12

  3. identifiable_concepts identifiable_concepts Public

    Code for the Paper "When Are Post-Hoc Conceptual Explanations Identifiable?" (UAI 2023)

    Python 4

  4. protectedconsent protectedconsent Public

    I Prefer Not To Say: Protecting User Consent In Models with Optional Personal Information (AAAI-24)

    Python 2

  5. solace-concepts solace-concepts Public

    Code and Dataset of the SOLaCE framework for evaluating visual concepts (ICLR 2022 OSC Workshop)

    Jupyter Notebook 2

  6. slalom_explanations slalom_explanations Public

    SLALOM explanations for transformer models (TMLR 2024)

    Jupyter Notebook 6