Christina Greer

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

Emily Denton, Alex Hanna, Andrew Smart, 2020, FAccT.

Measuring Model Biases in the Absence of Ground Truth

Margaret Mitchell, Alex Bauerle, Christina Greer, 2021, AIES.

Thinking Beyond Distributions in Testing Machine Learned Models pdf

Ben Hutchinson, Vinodkumar Prabhakaran, Negar Rostamzadeh, 2021, ArXiv.

Visual Identification of Problematic Bias in Large Label Spaces pdf

Timo Ropinski, Alex Bäuerle, Christina Greer, 2022, ArXiv.