565 citations · 837 across the 31 of their papers we have counts for
5 papers · 1 filter
Men Also Do Laundry: Multi-Attribute Bias Amplification
Dora Zhao, Jerone T. A. Andrews, Alice Xiang
As computer vision systems become more widely deployed, there is increasing concern from both the research community and the public that these systems are not only reproducing but…
Towards the Use of Saliency Maps for Explaining Low-Quality Electrocardiograms to End Users
Ana Lucic, Sheeraz Ahmad, Amanda Furtado Brinhosa +7
When using medical images for diagnosis, either by clinicians or artificial intelligence (AI) systems, it is important that the images are of high quality. When an image is of low…
Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models
Aarohi Srivastava, Abhinav Rastogi, Abhishek Rao +448
Language models demonstrate both quantitative improvement and new qualitative capabilities with increasing scale. Despite their potentially transformative impact, these new capabil…
Regulating Facial Processing Technologies: Tensions Between Legal and Technical Considerations in the Application of Illinois BIPA
Rui-Jie Yew, Alice Xiang
Harms resulting from the development and deployment of facial processing technologies (FPT) have been met with increasing controversy. Several states and cities in the U.S. have ba…
Promises and Challenges of Causality for Ethical Machine Learning
Aida Rahmattalabi, Alice Xiang
In recent years, there has been increasing interest in causal reasoning for designing fair decision-making systems due to its compatibility with legal frameworks, interpretability…