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

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

Machine Learning/AI Bias. Deep learning algorithms are vastly… | by Divya Sikka | MLearning.ai | Medium
Machine Learning/AI Bias. Deep learning algorithms are vastly… | by Divya Sikka | MLearning.ai | Medium

ProPublica's COMPAS Data Revisited | DeepAI
ProPublica's COMPAS Data Revisited | DeepAI

A re-analysis of the ProPublica dataset shows that the main result of... | Download Scientific Diagram
A re-analysis of the ProPublica dataset shows that the main result of... | Download Scientific Diagram

The Data Processing Error in a Prominent Fair Machine Learning Dataset (long version) | by Matias Barenstein | Towards Data Science
The Data Processing Error in a Prominent Fair Machine Learning Dataset (long version) | by Matias Barenstein | Towards Data Science

ProPublica's COMPAS Data Revisited | DeepAI
ProPublica's COMPAS Data Revisited | DeepAI

Machine Bias — ProPublica
Machine Bias — ProPublica

FairML: Auditing Black-Box Predictive Models
FairML: Auditing Black-Box Predictive Models

ProPublica's COMPAS Data Revisited | DeepAI
ProPublica's COMPAS Data Revisited | DeepAI

ProPublica Is Wrong In Charging Racial Bias In An Algorithm | American Council on Science and Health
ProPublica Is Wrong In Charging Racial Bias In An Algorithm | American Council on Science and Health

PDF] ProPublica's COMPAS Data Revisited | Semantic Scholar
PDF] ProPublica's COMPAS Data Revisited | Semantic Scholar

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

Demo - Fairness Analysis of COMPAS by ProPublica — Responsibly 0.1.3 documentation
Demo - Fairness Analysis of COMPAS by ProPublica — Responsibly 0.1.3 documentation

PDF] ProPublica's COMPAS Data Revisited | Semantic Scholar
PDF] ProPublica's COMPAS Data Revisited | Semantic Scholar

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

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

Defining and Designing Fair Algorithms
Defining and Designing Fair Algorithms

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

COMPAS Recidivism Racial Bias and How to Eliminate Biased Algorithms | by Jpuray | Medium
COMPAS Recidivism Racial Bias and How to Eliminate Biased Algorithms | by Jpuray | Medium

Trade-off results: (4), ProPublica COMPAS | Download Scientific Diagram
Trade-off results: (4), ProPublica COMPAS | Download Scientific Diagram

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

PDF] ProPublica's COMPAS Data Revisited | Semantic Scholar
PDF] ProPublica's COMPAS Data Revisited | Semantic Scholar

ProPublica's COMPAS Data Revisited – arXiv Vanity
ProPublica's COMPAS Data Revisited – arXiv Vanity

Trade-off results: (4), ProPublica COMPAS | Download Scientific Diagram
Trade-off results: (4), ProPublica COMPAS | Download Scientific Diagram

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