Bringing the People Back In: Contesting Benchmark Machine Learning Datasets — mentioned by accraze

Tue, 08 Dec 2020 20:31:42 GMT

Three papers stick out for me in the IML / participatory machine learning space this year: 1) Michael, C. J., Acklin, D., & Scheuerman, J. (2020). On interactive machine learning and the potential of cognitive feedback. ArXiv:2003.10365 [Cs]. http://arxiv.org/abs/2003.10365 2) Denton, E., Hanna, A., Amironesei, R., Smart, A., Nicole, H., & Scheuerman, M. K. (2020). Bringing the people back in: Contesting benchmark machine learning datasets. ArXiv:2007.07399 [Cs]. http://arxiv.org/abs/2007.07399 3) Jo, E. S., & Gebru, T. (2020). Lessons from archives: Strategies for collecting sociocultural…

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

Bringing the People Back In: Contesting Benchmark Machine Learning Datasets · HackerPapers discussions

Bringing the People Back In: Contesting Benchmark Machine Learning Datasets — mentioned by accraze