Reviews

Search results

• Fairness of AI for People with Disabilities: Problem Analysis and Interdisciplinary Collaboration

  Jason J. G. White · 2020 · SIGACCESS Accessibility and Computing

  This paper provides a philosophical analysis of the fairness challenges that machine learning-based AI poses for people with disabilities, arguing that these challenges demand unprecedented interdisciplinary collaboration across applied ethics, human rights law, disability…

  AI fairness · algorithmic bias · disability · social justice · ethics

• Toward Fairness in AI for People with Disabilities: A Research Roadmap

  Anhong Guo, Ece Kamar, Jennifer Wortman Vaughan, Hanna Wallach, Meredith Ringel Morris · 2020 · SIGACCESS Accessibility and Computing

  This position paper from Microsoft Research presents a systematic risk assessment of how major categories of AI systems may fail or discriminate against people with disabilities, proposing a four-point research roadmap for increasing AI fairness. The authors organize their…

  AI fairness · algorithmic bias · disability · computer vision · speech recognition

• Disability and the COVID-19 Pandemic: Using Twitter to Understand Accessibility during Rapid Societal Transition

  Cole Gleason, Stephanie Valencia, Lynn Kirabo, Jason Wu, Anhong Guo, Elizabeth Jeanne Carter, Jeffrey P. Bigham, Cynthia Bennett, Amy Pavel · 2020 · Proceedings of the 22nd International ACM SIGACCESS Conference on Computers and Accessibility (ASSETS 2020)

  This Carnegie Mellon University study uses Twitter data to examine how the COVID-19 pandemic disproportionately affected people with disabilities (PWD) across three critical domains where technology and accessibility intersect: grocery delivery services, remote education, and…

  COVID-19 · disability · social media · Twitter · emergency preparedness

3 results.