#算法刷题#A reading list and fortnightly discussion group designed to provoke discussion about ethical applications of, and processes for, data science.
Computational Social Science Project: "Algorithmic Bias in Echo Chamber Formation".
#计算机科学#[MLHC 2020] Deep Learning Applied to Chest X-Rays: Exploiting and Preventing Shortcuts (Jabbour, Fouhey, Kazerooni, Sjoding, Wiens). https://arxiv.org/abs/2009.10132
#自然语言处理#Analyzing clinical decision instruments through the lens of data and large language models.
FairBook: A Reproducibility Study on The Unfairness of Popularity Bias in Book Recommendation (Bias@ECIR 2022)
Studying the Cumulative Effect of Multiple Fairness-Enhancing Interventions on Fairness, Accuracy and Population groups
Workshop with readings and exercises on the politics of tech.
#计算机科学#Detecting bias in ML models using heat maps
Social and Ethical Issues in Information Technology - material and project
Teaching material for bachelor course at Arcada
#自然语言处理#AI flub ups
Demonstrates the use of bias mitigation algorithms from IBM's AIF360 toolkit.
Automated tool to evaluate Twitter saliency filter algorithmic bias
Exercise repository for Algorithmic Fairness, Accountability and Ethics (Spring 2022), IT University of Copenhagen
Fairness in Digital Image Forgery Detection System
#计算机科学#Affevtive Bias in Large Pre-trained Language Models
#计算机科学#A fairly simple AI classifier to find out if adopting a cat or a dog will make a person(me) happier.