Algorithm Audits & Bias
Auditing Automated Hiring Practices
Atcheson & Karahalios | CHI 2022
Debiased Large Language Models Still Associate Muslims with Uniquely Violent Acts
Hemmatian & Varshney | arXiv 2022
Auditing Algorithms: Understanding Algorithmic Systems from the Outside In
Metaxa et al. | Foundations and Trends in Human–Computer Interaction 2021
Evaluation of crowdsourced mortality prediction models as a framework for assessing AI in medicine
Berquist & Schaffter et al. | medRxiv 2022
Auditing Race and Gender Discrimination in Online Housing Markets
Asplund et al. | ICWSM 2020
Mind Your Inflections! Improving NLP for Non-Standard English with Base-Inflection Encoding
Tan et al. | EMNLP 2020
Quantifying Voter Biases in Online Platforms: An Instrumental Variable Approach
Dev et al. | CSCW 2019
Pretrained AI Models: Performativity, Mobility, and Change
Varshney et al. | arXiv 2019
Interacting with Imperfect AI Systems
Inform the Uninformed: Improving Online Informed Consent Reading with an AI-Powered Chatbot
Xiao et al. | CHI 2023
Attitudes Surrounding an Imperfect AI Autograder
Hsu & Li et al. | CHI 2021
“We Just Use What They Give Us”: Understanding Passenger User Perspectives in Smart Homes
Koshy et al. | CHI 2021
Awareness, Navigation, and Use of Feed Control Settings Online
Hsu et al. | CHI 2020
A Slow Algorithm Improves Users’ Assessments of the Algorithm’s Accuracy
Park et al. | CSCW 2019
User Attitudes towards Algorithmic Opacity and Transparency in Online Reviewing Platforms
Eslami et al. | CHI 2019
Safety in the Face of Unknown Unknowns: Algorithm Fusion in Data-Driven Engineering Systems
Kshetry & Varshney | ICASSP 2019
The Illusion of Control: Placebo Effects of Control Settings
Vaccaro et al. | CHI 2018
Communicating Algorithmic Process to A General Audience
Communicating Algorithmic Process in Online Behavioral Advertising
Eslami et al. | CHI 2018
Contesting Algorithmic & Data Processes
Contestability For Content Moderation
Vaccaro et al. | CSCW 2021
“At the End of the Day Facebook Does What It Wants”: How Users Experience Contesting Algorithmic Content Moderation
Vaccaro et al. | CSCW2 2020
No: Critical Refusal as Feminist Data Practice
Garcia et al. | CSCW 2020
Community Events to Educate around AI Harms
Just Infrastructures Speaker Series
Karahalios, Chan & Gupta | 2021–2022
Digital Contact Tracing Systems and Vulnerable Populations.
Visweswaran & Karahalios | 2021
Contestability in Algorithmic Systems
Vaccaro, Karahalios, Mulligan, Kluttz & Hirsch | CSCW 2019
Designing for Values, Interactivity, Contestability, & Ethics in Systems (DeVICES)
Hoogs, Mulligan, Getoor, Howard & Karahalios | DARPA ISAT 2019
The Algorithm and the User: How Can HCI Use Lay Understandings of Algorithmic Systems?
DeVito, Hancock, French, Antin, Karahalios & Tong | CHI 2018