Participatory Problem Formulation for Fairer Machine Learning Through Community Based System Dynamics — mentioned by accraze

Wed, 09 Dec 2020 22:16:22 GMT

I think "participatory" means something similar here within an ML context. It favors building community-based algorithmic systems and focuses on lowering the barrier to participation, so that non-expert users can be involved during the machine learning development cycle. I'm not aware of any seminal papers per-say, although here are a few that I've read recently... first one is something I maintain at $DAYJOB: 1) Halfaker, A., & Geiger, R. S. (2020). Ores: Lowering barriers with participatory machine learning in Wikipedia. ArXiv:1909.05189 [Cs]. http://arxiv.org/abs/1909.05189 2) Martin Jr.…

Paper and discussion history. A mention is not an endorsement.

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Participatory Problem Formulation for Fairer Machine Learning Through Community Based System Dynamics — mentioned by accraze