Unmasking Algorithmic Bias in Predictive Policing: A GAN-Based Simulation Framework with Multi-City Temporal Analysis | ScienceToStartup | ScienceToStartup

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References (12)

[1]

A Survey on Bias and Fairness in Machine Learning

2019Ninareh Mehrabi, Fred Morstatter et al.

[2]

Modeling Tabular data using Conditional GAN

2019Lei Xu, Maria Skoularidou et al.

[3]

Dirty Data, Bad Predictions: How Civil Rights Violations Impact Police Data, Predictive Policing Systems, and Justice

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"A GAN-based simulation framework to quantify and mitigate racial bias in predictive policing systems, with publicly available code and data."

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Unmasking Algorithmic Bias in Predictive Policing: A GAN-Based Simulation Framework with Multi-City Temporal Analysis

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References (12)

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"A GAN-based simulation framework to quantify and mitigate racial bias in predictive policing systems, with publicly available code and data."

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Unmasking Algorithmic Bias in Predictive Policing: A GAN-Based Simulation Framework with Multi-City Temporal Analysis

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Founder's Pitch

"A GAN-based simulation framework to quantify and mitigate racial bias in predictive policing systems, with publicly available code and data."

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