🏢 IRT SystemX, Université Gustave Eiffel
Regression under demographic parity constraints via unlabeled post-processing
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AI Generated
AI Theory
Fairness
🏢 IRT SystemX, Université Gustave Eiffel
Ensuring fair regression predictions without using sensitive attributes? This paper presents a novel post-processing algorithm, achieving demographic parity with strong theoretical guarantees and comp…