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    15 repositories

    • mind-the-spikes

      Public
      Python
      •
      Apache License 2.0
      •1•0•0•0•Updated Nov 14, 2024Nov 14, 2024

    • .github

      Public
      0•0•0•0•Updated Nov 14, 2024Nov 14, 2024

    • forgetting-contamination

      Public
      How much can we forget about Data Contamination? (Neurips'24 Workshops)
      Jupyter Notebook
      •
      MIT License
      •0•1•0•0•Updated Nov 4, 2024Nov 4, 2024

    • dipd

      Public
      Disentangling Interactions and Dependencies in Feature Attribution using the DIP decomposition.
      Python
      •
      MIT License
      •1•0•0•0•Updated Oct 17, 2024Oct 17, 2024

    • cblearn

      Public
      Comparison-based Machine Learning in Python
      Python
      •
      MIT License
      •9•0•0•0•Updated Jun 12, 2024Jun 12, 2024

    • explanations-manifold

      Public
      Code Repository for "The Manifold Hypothesis for Gradient-Based Explanations", CVPR 2023 Workshops
      Jupyter Notebook
      •
      MIT License
      •0•2•0•0•Updated Feb 27, 2024Feb 27, 2024

    • pags

      Public
      Which Models have Perceptually-Aligned Gradients? An Explanation via Off-Manifold Robustness (Neurips 2023)
      Python
      •
      MIT License
      •1•1•0•0•Updated Nov 28, 2023Nov 28, 2023

    • nshap

      Public
      Python package to compute interaction indices that extend the Shapley Value. AISTATS 2023.
      Jupyter Notebook
      •
      MIT License
      •2•17•0•0•Updated Sep 25, 2023Sep 25, 2023

    • linear-gae

      Public
      Code to the paper: Relating graph auto-encoders to linear models (TMLR)
      Python
      •
      MIT License
      •0•0•0•0•Updated Sep 19, 2023Sep 19, 2023

    • evaluate-OE

      Public
      Code for the paper - "Insights into Ordinal Embedding Algorithms: A Systematic Evaluation."
      Python
      •3•3•0•0•Updated Jun 16, 2023Jun 16, 2023

    • chatgpt-algorithm-exam

      Public
      ChatGPT Participates in a Computer Science Exam (2023)
      0•31•0•0•Updated Mar 21, 2023Mar 21, 2023

    • tangles

      Public
      This is a python package for data clustering using the tangles algorithmic framework: Clustering with Tangles -- Algorithmic Framework and Theoretical Guarantees (JMLR)
      Jupyter Notebook
      •
      MIT License
      •4•3•0•0•Updated Nov 21, 2022Nov 21, 2022

    • facct-post-hoc

      Public
      Code Repository for "Post-Hoc Explanations Fail to Achieve their Purpose in Adversarial Contexts", FAccT 2022
      Jupyter Notebook
      •0•2•0•0•Updated Jun 16, 2022Jun 16, 2022

    • gibbs-prior-diagnostic

      Public
      Jupyter Notebook
      •0•0•0•0•Updated Feb 27, 2022Feb 27, 2022

    • SearchFair

      Public
      Binary classification algorithm under fairness considerations.
      Python
      •
      GNU General Public License v3.0
      •3•0•0•0•Updated Apr 30, 2021Apr 30, 2021