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Present solutions in fairness-conscious optimization resolve this concern, on the other hand, they will often be deterministic and drop short of exploiting the awareness which is out there in information. Farnadi’s research concentrates on the complementary strengths of fairness solutions in ML and OR to handle these shortcomings in a fair knowle