Technology
Fairness and Accountability in ML: Implementing Protocols for Model Bias Auditing and Mitigation
Machine learning often behaves like a grand theatre production where countless performers play their roles based on a script written from historical patterns. When the script contains imbalances or prejudices, the performance reflects them without hesitation. Fairness and accountability in ML involve rewriting that script so that every character receives equal representation, equal voice and […]
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