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    19 repositories

    • counterfactual-situation-testing

      Public
      Code for "Counterfactual Situation Testing" (EAAMO'23)
      Jupyter Notebook
      •1•0•0•0•Updated Dec 21, 2024Dec 21, 2024

    • initial-screening-order-problem

      Public
      Code for "The Initial Screening Order Problem" (WSDM'25)
      R
      •1•0•0•0•Updated Oct 24, 2024Oct 24, 2024

    • revisiting-the-comparator

      Public
      Code for "Mutatis Mutandis"
      Jupyter Notebook
      •1•0•0•0•Updated Oct 4, 2024Oct 4, 2024

    • Publications

      Public
      NoBIAS Publications for Open Source Access
      0•0•0•0•Updated Sep 18, 2024Sep 18, 2024

    • Doc-BiasO

      Public
      DocBiasO, an ontology-driven approach to support the documentation of bias in data.
      GNU General Public License v3.0
      •2•0•0•0•Updated Nov 9, 2023Nov 9, 2023

    • multidisciplinary-data-challenge

      Public
      Data Challenge leading to A Multidisciplinary Lens of Bias in Hate Speech
      data-challengemultidisciplinarybias-evaluationhate-speech-detection
      Jupyter Notebook
      •
      MIT License
      •1•0•0•0•Updated Oct 12, 2023Oct 12, 2023

    • DocBiasKG

      Public
      Python
      •1•0•0•0•Updated Sep 6, 2023Sep 6, 2023

    • OT-ICNN-bias

      Public
      The original project aimed at learning the optimal transport map via input convex neural neworks. We want to exploit this technique to discover bias in image data.
      Jupyter Notebook
      •18•0•0•0•Updated Jul 23, 2023Jul 23, 2023

    • domain-adaptive-trees

      Public
      Code for "Domain Adaptive Decision Trees" (FAccT'23)
      Jupyter Notebook
      •
      GNU General Public License v3.0
      •2•1•0•0•Updated Jul 23, 2023Jul 23, 2023

    • weighted-pdp

      Public
      Repository for weighted (causal) PDP
      Jupyter Notebook
      •
      MIT License
      •1•0•0•0•Updated Jul 20, 2023Jul 20, 2023

    • .github

      Public
      0•0•0•0•Updated Jun 27, 2023Jun 27, 2023

    • FairEncoding

      Public
      Jupyter Notebook
      •
      MIT License
      •0•0•0•0•Updated Jun 17, 2023Jun 17, 2023

    • explainability-in-practice

      Public
      code for the paper "Explainability in Practice: Estimating Electrification Rates from Mobile Phone Data in Senegal"
      Jupyter Notebook
      •
      MIT License
      •1•0•0•0•Updated Jun 6, 2023Jun 6, 2023

    • LinkPredBias

      Public
      Bias in Link Prediction Benchmarks
      Jupyter Notebook
      •2•0•0•0•Updated Jun 1, 2023Jun 1, 2023

    • REASONX

      Public
      REASONX (reason to explain)
      Jupyter Notebook
      •
      MIT License
      •1•0•0•0•Updated Jun 1, 2023Jun 1, 2023

    • nobias

      Public
      Python
      •
      MIT License
      •0•3•2•1•Updated Apr 14, 2023Apr 14, 2023

    • nobias-project.github.io

      Public
      HTML
      •
      MIT License
      •1•0•0•0•Updated Dec 2, 2022Dec 2, 2022

    • X-SPELLS-V2

      Public
      Explaining Sentiment Classification with Diverse Synthetic Exemplars and Counter-Exemplars
      Python
      •
      Apache License 2.0
      •3•0•0•0•Updated May 25, 2022May 25, 2022

    • ExplainablePrivacy

      Public
      Python
      •
      MIT License
      •0•0•0•0•Updated Mar 10, 2022Mar 10, 2022