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cs.LG2023
Towards A Scalable Solution for Improving Multi-Group Fairness in Compositional Classification
James Atwood, Tina Tian, Ben Packer +5
Despite the rich literature on machine learning fairness, relatively little attention has been paid to remediating complex systems, where the final prediction is the combination of…
cs.LG2022
A Human-ML Collaboration Framework for Improving Video Content Reviews
Meghana Deodhar, Xiao Ma, Yixin Cai +3
We deal with the problem of localized in-video taxonomic human annotation in the video content moderation domain, where the goal is to identify video segments that violate granular…