Exploratory Fairness Analysis | Quantifying Unfairness In Data

Exploratory Fairness Analysis | Quantifying Unfairness in Data

Introduction to Algorithm Fairness | Causes, Measuring & Preventing Unfairness in Machine Learning

Definitions of Fairness in Machine Learning | Equal Opportunity, Equalized Odds & Disparate Impact

Understanding data and fairness - Google Data Analytics - Lesson 29

Algorithmic Bias and Fairness: Crash Course AI #18

067-Model Fairness

Byte Size Data Science

Understanding Unfairness in Fraud Detection Through Model and Data Bias Interactions

Feedzai | Fraud and Financial Crime

Correcting Unfairness in Machine Learning | Pre-processing, In-processing, Post-processing

Beyond Bias: Algorithmic Unfairness, Infrastructure and Genealogies of Data | Alex Hanna

Women in Data Science Worldwide

Measuring Model Fairness - J. Henry Hinnefeld

(Unfair) Norms in Fairness Research: A Meta-Analysis - ArXiv:2407.16895

Academia Accelerated

You Ask, I Answer: Difference Between Fair and Unfair Bias?

Christopher Penn

Visual Analysis of Discrimination in Machine Learning

IEEE Visualization Conference

(Unfair) Norms in Fairness Research: A Meta-Analysis - ArXiv:2407.16895

Academia Accelerated

Pulmonary Health Case Study: Bias Exploration, Exploring Fairness in Machine Learning

MIT OpenCourseWare

(Unfair) Norms in Fairness Research: A Meta-Analysis - ArXiv:2407.16895

Academia Accelerated

Measuring Model Fairness - Stephen Hoover

Removing Unfair Bias in Machine Learning

Hawaii Data Science Institute

Detecting and Correcting Unfairness in Machine Learning | AISC

LLMs Explained - Aggregate Intellect - AI.SCIENCE

The Fairness of Fairness: Evaluating, Monitoring, and Impacts of ML in Insurance

Toronto Machine Learning Series (TMLS)