Timnit Gebru
#4,545
Most Influential Person Now
Computer scientist, specialising in AI ethics
Timnit Gebru's AcademicÂInfluence.com Rankings
Timnit Gebrucomputer-science Degrees
Computer Science
#301
World Rank
#313
Historical Rank
Artificial Intelligence
#42
World Rank
#45
Historical Rank
Database
#1653
World Rank
#1733
Historical Rank
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Computer Science
Timnit Gebru's Degrees
- PhD Computer Science Stanford University
- Masters Electrical Engineering Stanford University
- Bachelors Electrical Engineering University of Washington
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Why Is Timnit Gebru Influential?
(Suggest an Edit or Addition)According to Wikipedia, Timnit Gebru is an Eritrean Ethiopian-born political activist and computer scientist who works on algorithmic bias and data mining. She is an advocate for diversity in technology and co-founder of Black in AI, a community of Black researchers working in artificial intelligence . She is the founder of the Distributed Artificial Intelligence Research Institute .
Timnit Gebru's Published Works
Published Works
- Gender Shades: Intersectional Accuracy Disparities in Commercial Gender Classification (2018) (2651)
- On the Dangers of Stochastic Parrots: Can Language Models Be Too Big? 🦜 (2021) (1113)
- Datasheets for datasets (2018) (994)
- Model Cards for Model Reporting (2018) (946)
- Closing the AI accountability gap: defining an end-to-end framework for internal algorithmic auditing (2020) (343)
- Using deep learning and Google Street View to estimate the demographic makeup of neighborhoods across the United States (2017) (279)
- Lessons from archives: strategies for collecting sociocultural data in machine learning (2019) (182)
- Saving Face: Investigating the Ethical Concerns of Facial Recognition Auditing (2020) (165)
- Fine-Grained Recognition in the Wild: A Multi-task Domain Adaptation Approach (2017) (141)
- Learning Features and Parts for Fine-Grained Recognition (2014) (110)
- Detecting Bias with Generative Counterfactual Face Attribute Augmentation (2019) (86)
- Fine-Grained Car Detection for Visual Census Estimation (2017) (54)
- Diversity and Inclusion Metrics in Subset Selection (2020) (54)
- iCassava 2019Fine-Grained Visual Categorization Challenge (2019) (34)
- Image Counterfactual Sensitivity Analysis for Detecting Unintended Bias (2019) (31)
- Oxford Handbook on AI Ethics Book Chapter on Race and Gender (2019) (20)
- Scalable Annotation of Fine-Grained Categories Without Experts (2017) (17)
- Drivers of Variability in Energy Consumption (2017) (14)
- Lessons from Archives: Strategies for Collecting Sociocultural Data in Machine Learning (2020) (5)
- Race and Gender (2020) (5)
- Visual Census: Using Cars to Study People and Society (2017) (4)
- A Human Rights-Based Approach to Responsible AI (2022) (3)
- Understanding the limitations of AI: When Algorithms Fail (2018) (3)
- Scalable Annotation of Fine-Grained Objects Without Experts (2017) (1)
- Constructing a Visual Dataset to Study the Effects of Spatial Apartheid in South Africa (2021) (1)
- Mobile Wine Label Recognition (2011) (0)
- Responsible Innovation for Machine Learning: Toward a Framework for Internal Algorithmic Audits (2020) (0)
- Using Deep Learning and Google Street View to Estimate the De- mographic Makeup of the US (2017) (0)
- InvBERT: Reconstructing Text from Contextualized Word Embeddings by inverting the BERT pipeline (2022) (0)
- Working Draft : This is work in progress ! Datasheets for Datasets ∗ (2018) (0)
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What Schools Are Affiliated With Timnit Gebru?
Timnit Gebru is affiliated with the following schools: