4 citations · 4 across the 1 of their papers we have counts for
3 papers
cs.LG2025★ 4 cited
FairUDT: Fairness-aware Uplift Decision Trees
Anam Zahid, Abdur Rehman Ali, Shaina Raza +3
Training data used for developing machine learning classifiers can exhibit biases against specific protected attributes. Such biases typically originate from historical discriminat…
cs.CY2025
Who is Responsible? The Data, Models, Users or Regulations? A Comprehensive Survey on Responsible Generative AI for a Sustainable Future
Shaina Raza, Rizwan Qureshi, Anam Zahid +14
Generative AI is rapidly moving from research to deployment, elevating the need for responsible development, evaluation, and governance. We conduct a PRISMA guided review of 232 st…
cs.AI2024
ViLBias: Detecting and Reasoning about Bias in Multimodal Content
Shaina Raza, Caesar Saleh, Azib Farooq +11
Detecting bias in multimodal news requires models that reason over text--image pairs, not just classify text. In response, we present ViLBias, a VQA-style benchmark and framework f…