17 citations · 33 across the 5 of their papers we have counts for
5 papers
"It's not a representation of me": Examining Accent Bias and Digital Exclusion in Synthetic AI Voice Services
Shira Michel, Sufi Kaur, Sarah Elizabeth Gillespie +3
Recent advances in artificial intelligence (AI) speech generation and voice cloning technologies have produced naturalistic speech and accurate voice replication, yet their influen…
Reducing Population-level Inequality Can Improve Demographic Group Fairness: a Twitter Case Study
Avijit Ghosh, Tomo Lazovich, Kristian Lum +1
Many existing fairness metrics measure group-wise demographic disparities in system behavior or model performance. Calculating these metrics requires access to demographic informat…
When Fair Classification Meets Noisy Protected Attributes
Avijit Ghosh, Pablo Kvitca, Christo Wilson
The operationalization of algorithmic fairness comes with several practical challenges, not the least of which is the availability or reliability of protected attributes in dataset…
Subverting Fair Image Search with Generative Adversarial Perturbations
Avijit Ghosh, Matthew Jagielski, Christo Wilson
In this work we explore the intersection fairness and robustness in the context of ranking: when a ranking model has been calibrated to achieve some definition of fairness, is it p…
FairCanary: Rapid Continuous Explainable Fairness
Avijit Ghosh, Aalok Shanbhag, Christo Wilson
Systems that offer continuous model monitoring have emerged in response to (1) well-documented failures of deployed Machine Learning (ML) and Artificial Intelligence (AI) models an…