Beyond skin tone: A multidimensional measure of apparent skin color
This paper strives to measure apparent skin color in computer vision, beyond a
unidimensional scale on skin tone. In their seminal paper Gender Shades, Buolamwini and …
unidimensional scale on skin tone. In their seminal paper Gender Shades, Buolamwini and …
Rethinking bias mitigation: Fairer architectures make for fairer face recognition
Face recognition systems are widely deployed in safety-critical applications, including law
enforcement, yet they exhibit bias across a range of socio-demographic dimensions, such as …
enforcement, yet they exhibit bias across a range of socio-demographic dimensions, such as …
Robustness disparities in face detection
Facial analysis systems have been deployed by large companies and critiqued by scholars
and activists for the past decade. Many existing algorithmic audits examine the performance …
and activists for the past decade. Many existing algorithmic audits examine the performance …
HateProof: Are Hateful Meme Detection Systems really Robust?
Exploiting social media to spread hate has tremendously increased over the years. Lately,
multi-modal hateful content such as memes has drawn relatively more traction than uni …
multi-modal hateful content such as memes has drawn relatively more traction than uni …
Auditing gender analyzers on text data
AI models have become extremely popular and accessible to the general public. However,
they are continuously under the scanner due to their demonstrable biases toward various …
they are continuously under the scanner due to their demonstrable biases toward various …
[图书][B] AI and Ethics: A computational perspective
A Mukherjee - 2023 - iopscience.iop.org
Developed from a graduate course this book examines some of the deep issues that have
become very relevant due to the increasing use of AI in recent times. The book discusses …
become very relevant due to the increasing use of AI in recent times. The book discusses …
Mask-up: Investigating Biases in Face Re-identification for Masked Faces
SD Jaiswal, AK Verma, A Mukherjee - arXiv preprint arXiv:2402.13771, 2024 - arxiv.org
AI based Face Recognition Systems (FRSs) are now widely distributed and deployed as
MLaaS solutions all over the world, moreso since the COVID-19 pandemic for tasks ranging …
MLaaS solutions all over the world, moreso since the COVID-19 pandemic for tasks ranging …
Auditing the Grid-Based Placement of Private Label Products on E-commerce Search Result Pages
SD Jaiswal, A Dash, N Shroff, YB Vunnam… - arXiv preprint arXiv …, 2024 - arxiv.org
E-commerce platforms support the needs and livelihoods of their two most important
stakeholders--customers and producers/sellers. Multiple algorithmic systems …
stakeholders--customers and producers/sellers. Multiple algorithmic systems …
Sponsored is the New Organic: Implications of Sponsored Results on Quality of Search Results in the Amazon Marketplace
Interleaving sponsored results (advertisements) amongst organic results on search engine
result pages (SERP) has become a common practice across multiple digital platforms …
result pages (SERP) has become a common practice across multiple digital platforms …
Expanding Robustness in Responsible AI for Novel Bias Mitigation
S Dooley - 2023 - search.proquest.com
Conventional belief in the fairness community is that one should first find the highest
performing model for a given problem and then apply a bias mitigation strategy. One starts …
performing model for a given problem and then apply a bias mitigation strategy. One starts …