output
20092026
most citedImproving fairness in machine learning systems: What do industry practitioners need?

758 citations

researchers with a paper here

Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.

collaborating institutions
Showing 2024Show all

3 papers · 1 filter

cs.CY2024★ 4 cited

What Constitutes a Less Discriminatory Algorithm?

Benjamin Laufer, Manish Raghavan, Solon Barocas

Disparate impact doctrine offers an important legal apparatus for targeting discriminatory data-driven algorithmic decisions. A recent body of work has focused on conceptualizing o…

cs.HC2024★ 8 cited

Supporting Industry Computing Researchers in Assessing, Articulating, and Addressing the Potential Negative Societal Impact of Their Work

Wesley Hanwen Deng, Solon Barocas, Jennifer Wortman Vaughan

Recent years have witnessed increasing calls for computing researchers to grapple with the societal impacts of their work. Tools such as impact assessments have gained prominence a…

cs.HC2024★ 12 cited

The Human Factor in AI Red Teaming: Perspectives from Social and Collaborative Computing

Alice Qian Zhang, Ryland Shaw, Jacy Reese Anthis +9

Rapid progress in general-purpose AI has sparked significant interest in "red teaming," a practice of adversarial testing originating in military and cybersecurity applications. AI…