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Human being is evolving to achieve discrimination free societyas discrimination hinders us from obtaining the rightful opportunities. Race, Gender, Age etc...On the other hand, advanced machine learning has been attempting to enhance accuracy of prediction through maximum utilization of individual characteristics. As machine learning is capable in picking up the patterns(including those are discriminating as some are indeed helping to explain the phenomenon. There is a clear tradeoff between accuracy and fairness. Regulators are keen to identify which action/model isdiscriminating and hence derive meaningful regulations tomonitor and mitigate this. However, as machine learningtechnology advanced, models are less transparent. While we are now more confident in measuring accuracy,fairness is still a varying concept. disparity, false negative etc...

Evner: Research Writing, Research, Machine Learning (ML), Statistikker, Teknisk Forfatning

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Om arbejdsgiveren:
( 4 bedømmelser ) Petaling Jaya, Malaysia

Projekt ID: #22795320

51 freelancere byder i gennemsnit $465 på dette job

topacademics

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