Ethics Pdf 231372

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File: Ethics Pdf 231372 | Wang20e

Deontological Ethics By Monotonicity Shape Constraints Serena Wang Maya Gupta Google Research Google Research Abstract The best t model (purple dashed line) sometimes penalizes candidates for having more job experience ...

Filetype PDF | Posted on 03 Mar 2023 | 2 years ago

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...Deontological ethics by monotonicity shape constraints serena wang maya gupta google research abstract the best t model purple dashed line sometimes penalizes candidates for having more job experience we demonstrate how easy it is modern with many years of machine learned systems to violate common picked up age discrimination in ethical principles and social biased training samples addition norms such as favor less fortunate also lower end do not penalize good attributes propose simply due overtting unfair that some cases can responses are very much a danger sparse regions beincorporated into feature space over parameterized adding constrain nonlinear models respond only positively rel fig illustrates our proposed solution blue solid evant inputs analyze relationship train con between these straints guarantee use act on individuals consequentialist positive evidence this group based fairness goals one sided sta thus diers from existing mathe tistical parity equal opportunity matical ex...

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Posted on: 03 Mar 2023 | 2 years ago
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