Automated tool to evaluate Twitter saliency filter algorithmic bias
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Updated
Aug 9, 2021 - Jupyter Notebook
Automated tool to evaluate Twitter saliency filter algorithmic bias
Affevtive Bias in Large Pre-trained Language Models
Exercise repository for Algorithmic Fairness, Accountability and Ethics (Spring 2022), IT University of Copenhagen
Studying the Cumulative Effect of Multiple Fairness-Enhancing Interventions on Fairness, Accuracy and Population groups
Computational Social Science Project: "Algorithmic Bias in Echo Chamber Formation".
Social and Ethical Issues in Information Technology - material and project
Analyzing clinical decision instruments through the lens of data and large language models.
Fairness in Digital Image Forgery Detection System
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Demonstrates the use of bias mitigation algorithms from IBM's AIF360 toolkit.
Workshop with readings and exercises on the politics of tech.
[MLHC 2020] Deep Learning Applied to Chest X-Rays: Exploiting and Preventing Shortcuts (Jabbour, Fouhey, Kazerooni, Sjoding, Wiens). https://arxiv.org/abs/2009.10132
Detecting bias in ML models using heat maps
A reading list and fortnightly discussion group designed to provoke discussion about ethical applications of, and processes for, data science.
Lab Materials for MIT 6.S191: Introduction to Deep Learning
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