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How We Analyzed the COMPAS Recidivism Algorithm — ProPublica
How We Analyzed the COMPAS Recidivism Algorithm — ProPublica

Algorithmic fairness through group parities? The case of COMPAS-SAPMOC | AI  & SOCIETY
Algorithmic fairness through group parities? The case of COMPAS-SAPMOC | AI & SOCIETY

Algorithmic bias detection and mitigation: Best practices and policies to  reduce consumer harms | Brookings
Algorithmic bias detection and mitigation: Best practices and policies to reduce consumer harms | Brookings

How to Build Ethics into AI - Part II Research-based recommendations to  keep humanity in AI
How to Build Ethics into AI - Part II Research-based recommendations to keep humanity in AI

How to Mitigate Bias in AI Systems | Toptal®
How to Mitigate Bias in AI Systems | Toptal®

L'équité (Fairness) dans le Machine Learning — Labelia (ex Substra  Foundation)
L'équité (Fairness) dans le Machine Learning — Labelia (ex Substra Foundation)

Inspecting Algorithms for Bias | MIT Technology Review
Inspecting Algorithms for Bias | MIT Technology Review

Risk Assessment Tools in the World of AI, the Social Sciences, and  Humanities
Risk Assessment Tools in the World of AI, the Social Sciences, and Humanities

How to address and prevent machine bias in AI | Logikk
How to address and prevent machine bias in AI | Logikk

Algorithmic fairness through group parities? The case of COMPAS-SAPMOC | AI  & SOCIETY
Algorithmic fairness through group parities? The case of COMPAS-SAPMOC | AI & SOCIETY

Machine Bias — ProPublica
Machine Bias — ProPublica

Racial Bias and Gender Bias in AI systems | by lex fefegha | The Comuzi  Journal | Medium
Racial Bias and Gender Bias in AI systems | by lex fefegha | The Comuzi Journal | Medium

Biases in AI Systems | August 2021 | Communications of the ACM
Biases in AI Systems | August 2021 | Communications of the ACM

Algorithmic bias: Senses, sources, solutions - Fazelpour - 2021 -  Philosophy Compass - Wiley Online Library
Algorithmic bias: Senses, sources, solutions - Fazelpour - 2021 - Philosophy Compass - Wiley Online Library

A “COMPAS” That's Pointing in the Wrong Direction – Data Science W231 |  Behind the Data: Humans and Values
A “COMPAS” That's Pointing in the Wrong Direction – Data Science W231 | Behind the Data: Humans and Values

Discriminating algorithms: 5 times AI showed prejudice | New Scientist
Discriminating algorithms: 5 times AI showed prejudice | New Scientist

AI Discrimination in Artificial Intelligence
AI Discrimination in Artificial Intelligence

Data Demystified: The Different Types of AI Bias | DataCamp
Data Demystified: The Different Types of AI Bias | DataCamp

Biasness in AI (Artificial Intelligence) - GRM Institute
Biasness in AI (Artificial Intelligence) - GRM Institute

Ethics and Bias in AI: Guardians of Algorithmic Integrity: Sherman, Chuck:  9798858221678: Amazon.com: Books
Ethics and Bias in AI: Guardians of Algorithmic Integrity: Sherman, Chuck: 9798858221678: Amazon.com: Books

The AI 'Black Box'
The AI 'Black Box'

A Law Enforcement A.I. Is No More or Less Biased Than People | Psychology  Today Canada
A Law Enforcement A.I. Is No More or Less Biased Than People | Psychology Today Canada

Parity testing, using the aequitas library, on the ProPublica COMPAS... |  Download Scientific Diagram
Parity testing, using the aequitas library, on the ProPublica COMPAS... | Download Scientific Diagram

Digital Discrimination: Cognitive Bias in Machine Learning - Maureen Mc  Elaney, Brendan Dwyer - YouTube
Digital Discrimination: Cognitive Bias in Machine Learning - Maureen Mc Elaney, Brendan Dwyer - YouTube

Bias detectives: the researchers striving to make algorithms fair
Bias detectives: the researchers striving to make algorithms fair

New Research Aims to Solve the Problem of AI Bias in “Black Box” Algorithms  | MIT Technology Review
New Research Aims to Solve the Problem of AI Bias in “Black Box” Algorithms | MIT Technology Review

Anti-Bias Resources | Watt AI
Anti-Bias Resources | Watt AI