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Nov 22, 2018 - Python
algorithmic-bias
Here are 17 public repositories matching this topic...
Social and Ethical Issues in Information Technology - material and project
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Sep 6, 2020
Workshop with readings and exercises on the politics of tech.
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Feb 26, 2021
Automated tool to evaluate Twitter saliency filter algorithmic bias
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Aug 9, 2021 - Jupyter Notebook
Detecting bias in ML models using heat maps
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Feb 6, 2022 - Python
FairBook: A Reproducibility Study on The Unfairness of Popularity Bias in Book Recommendation (Bias@ECIR 2022)
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Mar 1, 2022 - Jupyter Notebook
Exercise repository for Algorithmic Fairness, Accountability and Ethics (Spring 2022), IT University of Copenhagen
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Apr 29, 2022 - Jupyter Notebook
[MLHC 2020] Deep Learning Applied to Chest X-Rays: Exploiting and Preventing Shortcuts (Jabbour, Fouhey, Kazerooni, Sjoding, Wiens). https://arxiv.org/abs/2009.10132
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Oct 4, 2022 - Jupyter Notebook
Demonstrates the use of bias mitigation algorithms from IBM's AIF360 toolkit.
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Nov 21, 2022 - Jupyter Notebook
Affevtive Bias in Large Pre-trained Language Models
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Jan 24, 2023 - Jupyter Notebook
Studying the Cumulative Effect of Multiple Fairness-Enhancing Interventions on Fairness, Accuracy and Population groups
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Mar 6, 2023 - Jupyter Notebook
Computational Social Science Project: "Algorithmic Bias in Echo Chamber Formation".
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May 30, 2023 - Jupyter Notebook
AI flub ups
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Sep 12, 2023 - JavaScript
Analyzing clinical decision instruments through the lens of data and large language models.
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Sep 13, 2023 - Jupyter Notebook
Fairness in Digital Image Forgery Detection System
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Oct 20, 2023 - Jupyter Notebook
Lab Materials for MIT 6.S191: Introduction to Deep Learning
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Feb 26, 2024 - Jupyter Notebook
A reading list and fortnightly discussion group designed to provoke discussion about ethical applications of, and processes for, data science.
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May 21, 2024 - Python
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