13 citations · 13 across the 3 of their papers we have counts for
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cs.LG2018★ 13 cited
FNNC: Achieving Fairness through Neural Networks
Padala Manisha, Sujit Gujar
In classification models fairness can be ensured by solving a constrained optimization problem. We focus on fairness constraints like Disparate Impact, Demographic Parity, and Equa…
cs.GT2018
Learning Optimal Redistribution Mechanisms through Neural Networks
P Manisha, C V Jawahar, Sujit Gujar
We consider a setting where public resources are to be allocated among competing and strategic agents so as to maximize social welfare (the objects should be allocated to t…