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Evaluation Gaps in Machine Learning Practice


May 11, 2022
Ben Hutchinson, Negar Rostamzadeh, Christina Greer, Katherine Heller, Vinodkumar Prabhakaran

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Visual Identification of Problematic Bias in Large Label Spaces


Jan 17, 2022
Alex Bäuerle, Aybuke Gul Turker, Ken Burke, Osman Aka, Timo Ropinski, Christina Greer, Mani Varadarajan

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Thinking Beyond Distributions in Testing Machine Learned Models


Dec 06, 2021
Negar Rostamzadeh, Ben Hutchinson, Christina Greer, Vinodkumar Prabhakaran

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* NeurIPS 2021 workshop on Distribution Shifts 
* Neural Information Processing System, NeurIPS 2021 workshop on Distribution Shifts 

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Measuring Model Biases in the Absence of Ground Truth


Mar 05, 2021
Osman Aka, Ken Burke, Alex Bäuerle, Christina Greer, Margaret Mitchell

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Towards Accountability for Machine Learning Datasets: Practices from Software Engineering and Infrastructure


Oct 23, 2020
Ben Hutchinson, Andrew Smart, Alex Hanna, Emily Denton, Christina Greer, Oddur Kjartansson, Parker Barnes, Margaret Mitchell

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