Negar Rostamzadeh
Publications by Year
Research Areas
Ethics and Social Impacts of AI, Explainable Artificial Intelligence (XAI), Human Pose and Action Recognition, Domain Adaptation and Few-Shot Learning, Multimodal Machine Learning Applications
Most-Cited Works
- → The value of standards for health datasets in artificial intelligence-based applications(2023)239 cited
- → Where Are the Blobs: Counting by Localization with Point Supervision(2018)233 cited
- → Deep Complex Networks(2017)166 cited
- → Sociotechnical Harms of Algorithmic Systems: Scoping a Taxonomy for Harm Reduction(2023)166 cited
- → Fashion-Gen: The Generative Fashion Dataset and Challenge(2018)91 cited
- → Tackling algorithmic bias and promoting transparency in health datasets: the STANDING Together consensus recommendations(2024)90 cited
- → Tackling bias in AI health datasets through the STANDING Together initiative(2022)78 cited
- → A toolbox for surfacing health equity harms and biases in large language models(2024)65 cited
- → Healthsheet: Development of a Transparency Artifact for Health Datasets(2022)58 cited
- → Realtime Video Classification using Dense HOF/HOG(2014)48 cited