TG
Timnit Gebru
cs.CVcs.CYcs.AIcs.LGcomputer visioncs.DBcs.HCdeep learningdemographyMachine Learning
On Valency
published · living versionsW_bx44h6hj·v1 · currentpublished
iCassava 2019 Fine-Grained Visual Categorization Challenge
with Ernest Mwebaze, Andrea Frome, Solomon Nsumba, Jeremy Tusubira
1 version
Preprints & journals
15 papers in the corpus · 2017–2025A Chatbot Dystopian Nightmare: The Trump administration sees an AI-driven federal workforce as more efficient. Instead, with chatbots unable to carry out critical tasks, it would be a diabolical mess.40526523 · Teka Hadgu, Asmelash, Gebru, Timnit2025 · 2 citationsScientific American. 2025;333(1):89
Community Driven Approaches to Research in Technology & Society CCC Workshop Report2406.07556v1 · Suresh Venkatasubramanian, Timnit Gebru, Ufuk Topcu et al.2024 · 0 citationsarXiv
Image Counterfactual Sensitivity Analysis for Detecting Unintended Bias1906.06439v3 · Remi Denton, Ben Hutchinson, Margaret Mitchell et al.2019 · 34 citationsarXiv
A Human Rights-Based Approach to Responsible AI2210.02667v1 · Vinodkumar Prabhakaran, Margaret Mitchell, Timnit Gebru et al.2022 · 33 citationsarXiv
Using Deep Learning and Google Street View to Estimate the Demographic Makeup of the US1702.06683v2 · Timnit Gebru, Jonathan Krause, Yilun Wang et al.2017 · 536 citationsarXiv
Datasheets for Datasets1803.09010v8 · Timnit Gebru, Jamie Morgenstern, Briana Vecchione et al.2018 · 2,064 citationsarXiv
Saving Face: Investigating the Ethical Concerns of Facial Recognition Auditing2001.00964v1 · Inioluwa Deborah Raji, Timnit Gebru, Margaret Mitchell et al.2020 · 61 citationsarXiv
Closing the AI Accountability Gap: Defining an End-to-End Framework for Internal Algorithmic Auditing2001.00973v1 · Inioluwa Deborah Raji, Andrew Smart, Rebecca N. White et al.2020 · 156 citationsarXiv
iCassava 2019 Fine-Grained Visual Categorization Challenge1908.02900v2 · Ernest Mwebaze, Timnit Gebru, Andrea Frome et al.2019 · 55 citationsarXivon Valency
Lessons from Archives: Strategies for Collecting Sociocultural Data in Machine Learning1912.10389v1 · Eun Seo Jo, Timnit Gebru2019 · 314 citationsarXiv
Oxford Handbook on AI Ethics Book Chapter on Race and Gender1908.06165v1 · Timnit Gebru2019 · 30 citationsarXiv
Fine-grained Recognition in the Wild: A Multi-Task Domain Adaptation Approach1709.02476v1 · Timnit Gebru, Judy Hoffman, Li Fei-Fei2017 · 160 citationsarXiv
Fine-Grained Car Detection for Visual Census Estimation1709.02480v1 · Timnit Gebru, Jonathan Krause, Yilun Wang et al.2017 · 98 citationsarXiv
Scalable Annotation of Fine-Grained Categories Without Experts1709.02482v1 · Timnit Gebru, Jonathan Krause, Jia Deng et al.2017 · 17 citationsarXiv
Career total: 40 works. 15 are in this corpus.Showing the 14 most recent.
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