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20012023
most citedAccountability in an Algorithmic Society: Relationality, Responsibility, and Robustness in Machine Learning

125 citations · 286 across the 12 of their papers we have counts for

collaborators

12 papers

cs.AI2023★ 8 cited

Optimization's Neglected Normative Commitments

Benjamin Laufer, Thomas Krendl Gilbert, Helen Nissenbaum

Optimization is offered as an objective approach to resolving complex, real-world decisions involving uncertainty and conflicting interests. It drives business strategies as well a…

cs.CY2022★ 11 cited

Stop the Spread: A Contextual Integrity Perspective on the Appropriateness of COVID-19 Vaccination Certificates

Shikun Zhang, Yan Shvartzshnaider, Yuanyuan Feng +2

We present an empirical study exploring how privacy influences the acceptance of vaccination certificate (VC) deployments across different realistic usage scenarios. The study empl…

cs.CY2022★ 125 cited

Accountability in an Algorithmic Society: Relationality, Responsibility, and Robustness in Machine Learning

A. Feder Cooper, Emanuel Moss, Benjamin Laufer +1

In 1996, Accountability in a Computerized Society [95] issued a clarion call concerning the erosion of accountability in society due to the ubiquitous delegation of consequential f…

cs.CY2021★ 35 cited

Computer Vision and Conflicting Values: Describing People with Automated Alt Text

Margot Hanley, Solon Barocas, Karen Levy +2

Scholars have recently drawn attention to a range of controversial issues posed by the use of computer vision for automatically generating descriptions of people in images. Despite…

cs.CY2020★ 5 cited

Interdisciplinary Approaches to Understanding Artificial Intelligence's Impact on Society

Suresh Venkatasubramanian, Nadya Bliss, Helen Nissenbaum +1

Innovations in AI have focused primarily on the questions of "what" and "how"-algorithms for finding patterns in web searches, for instance-without adequate attention to the possib…

cs.CY2020★ 8 cited

An Ethical Highlighter for People-Centric Dataset Creation

Margot Hanley, Apoorv Khandelwal, Hadar Averbuch-Elor +2

Important ethical concerns arising from computer vision datasets of people have been receiving significant attention, and a number of datasets have been withdrawn as a result. To m…