Timnit Gebru
- Datasheets for Datasets
2018/03/23 by Timnit Gebru, Gebru, Timnit, Jamie Morgenstern +11 · 7 voices · 135 citations
#cs.DB #cs.AI #cs.LG
- On the Dangers of Stochastic Parrots
2021/03/01 by Emily M. Bender, Timnit Gebru, Angelina McMillan-Major +1 · 6 voices · 654 citations
Computer Science · #Natural Language Processing Techniques #Software Engineering Research #Topic Modeling
- Model Cards for Model Reporting
2018/10/05 by Margaret Mitchell, Simone Wu, Andrew Zaldivar +6 · 6 voices · 194 citations
Social Sciences · Computer Science · #Ethics and Social Impacts of AI #Artificial Intelligence in Law #Privacy-Preserving Technologies in Data
- Using deep learning and Google Street View to estimate the demographic makeup of neighborhoods across the United States
2017/02/22 by Timnit Gebru, Jonathan Krause, Yilun Wang +4 · 2 voices · 23 citations
Computer Science · Environmental Science · Social Sciences · #Video Surveillance and Tracking Methods #Impact of Light on Environment and Health #Human Mobility and Location-Based Analysis
- Datasheets for datasets
2021/11/19 by Timnit Gebru, Jamie Morgenstern, Briana Vecchione +5 · 194 citations
Decision Sciences · Computer Science · #Data Quality and Management #Data Stream Mining Techniques #Machine Learning and Data Classification
- Closing the AI Accountability Gap: Defining an End-to-End Framework for Internal Algorithmic Auditing
2020/01/03 by Inioluwa Deborah Raji, Andrew Smart, Raji, Inioluwa Deborah +15 · 42 citations
Computer Science · Social Sciences · #Blockchain Technology Applications and Security #Computers and Society (cs.CY) #Ethics and Social Impacts of AI #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences
- Closing the AI accountability gap
2020/01/23 by Inioluwa Deborah Raji, Andrew Smart, Rebecca N. White +6 · 42 citations
Computer Science · Medicine · Social Sciences · #Adversarial Robustness in Machine Learning #Artificial Intelligence in Healthcare and Education #Ethics and Social Impacts of AI
- AI Art and its Impact on Artists
2023/08/08 by Harry H. Jiang, Lauren T. Brown, Jessica Cheng +6 · 2 voices · 36 citations
Computer Science · Medicine · #Generative Adversarial Networks and Image Synthesis #Artificial Intelligence in Healthcare and Education #Explainable Artificial Intelligence (XAI)
- The TESCREAL bundle: Eugenics and the promise of utopia through artificial general intelligence
2024/04/14 by Timnit Gebru, Émile P. Torres · 4 voices · 15 citations
Physics and Astronomy · #Space Science and Extraterrestrial Life
- Image Counterfactual Sensitivity Analysis for Detecting Unintended Bias
2019/06/14 by Emily Denton, Denton, Remi, Ben Hutchinson +7 · 1 citation
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Face recognition and analysis #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML)