User:Tuday20/Rediet Abebe
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Tuday20/Rediet Abebe | |
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| Born | Rediet Abebe |
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| Awards |
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| Scientific career | |
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| Thesis | Designing Algorithms for Social Good (2019) |
| Doctoral advisor | Jon M. Kleinberg |
| Website | www md4sg |
Article Draft
[edit]Lead
[edit]Rediet Abebe (Amharic: ረድኤት አበበ) is an Ethiopian computer scientist working in algorithms and artificial intelligence. She is an assistant professor of computer science at the University of California, Berkeley. Previously, she was a Junior Fellow at the Harvard Society of Fellows.[1]
Abebe's research develops mathematical and computational frameworks for examining questions related to inequality and distributive justice.[2] She co-founded the multi-institutional interdisciplinary research initiatives Mechanism Design for Social Good (MD4SG) and Black in AI.[3][4]
Research and career
[edit]Abebe's research develops techniques in AI and algorithms, with a focus on inequality and distributive justice. Her work has introduced new algorithmic frameworks for examining questions related to discrimination and inequality in a variety of fields, including healthcare and education.[5]
Abebe's interest in merging inequality studies and computer science stemmed both from her educational background in Ethiopia as well as her study of the Cambridge public schools through attendance of school board meetings. Through these experiences she emphasizes the potential social harms of inequitable algorithmic design in her work. [6]
Throughout 2019 Abebe served on the National Institutes of Health Working Group on AI along AI experts including Kate Crawford, Dina Katabi, Daphne Koller, and Eric Lander. The working group was tasked with developing a comprehensive report and recommendations, which were unanimously approved by the advisory committee to the director and NIH General Director Francis Collins.
In 2019, Abebe was inducted into the Harvard Society of Fellows. She is the second Junior Fellow with a CS Ph.D., the first female computer scientist, and the first Black computer scientist in the Society's history.
Abebe joined the department of electrical engineering and computer sciences at the University of California, Berkeley as an assistant professor, focused in the research areas of artificial intelligence; information, data, network, and communication sciences; and theory. She is the first Black female professor in the history of the department and the second in the history of the college of engineering.
Abebe is a member of the Berkeley Artificial Intelligence Research Lab (BAIR); the Berkeley Institute for Data Science (BIDS); the Center for Information Technology Research in the Interest of Society - The Banatao Institute (CITRIS); and the Center for the Theoretical Foundations of Learning, Inference, Information, Intelligence, Mathematics, and Microeconomics at Berkeley (CLIMB).Abebe also leads the Berkeley Equity and Access in Algorithms, Mechanisms, and Optimization research group (BEAAMO).
Mechanism Design for Social Good (MD4SG)
[edit]Abebe co-founded MD4SG, a multi-disciplinary research collective that uses algorithms and mechanism design to tackle inequality, with Kira Goldner in 2016, alongside a multi-institutional reading group of 12 members. [7]Abebe has since been co-organizing the initiative with Irene Lo and Ana-Andreea Stoica. MD4SG hosts an annual workshop series highlighting work and connecting the community of researchers committed to using algorithms to improve societal welfare. In 2021, she co-launched the ACM Conference on Equity and Access in Algorithms, Mechanisms, and Optimization (EAAMO) and served as an inaugural Program Co-Chair.
Abebe was honored as a pioneer in the 2019 MIT Technology Review's Innovators Under 35 in part for her work co-founding MD4SG. Her dissertation received the 2020 ACM SIGKDD Dissertation Award and an honorable mention for the ACM SIGecom Dissertation Award for offering foundations of this emerging research area.
References
[edit]- ^ "Current and Former Junior Fellows". Harvard Society of Fellows. Retrieved 2019-10-09.
- ^ "Meet the Innovators Under 35". MIT Technology Review. Retrieved 2019-10-10.
- ^ "Black in AI". blackinai.org. Retrieved 2019-10-09.
- ^ "Mechanism Design for Social Good". md4sg.com. Retrieved 2019-10-09.
- ^ Omaar, Hodan (2020-10-22). "5 Q's for Rediet Abebe, Co-founder of Mechanism Design for Social Good". Center for Data Innovation. Retrieved 2023-11-07.
- ^ Crowell, Rachel (2021-04-01). "A Computer Scientist Who Tackles Inequality Through Algorithms". Quanta Magazine. Retrieved 2023-11-01.
{{cite web}}: CS1 maint: url-status (link) - ^ "About Us". www.md4sg.com. Retrieved 2023-10-20.
edited Rediet Abebe
Added citations as well as all edits in bold.
Simplified some text, added some specific information
Notes:
Edited headshot photo for it to be more clear.
Added abbreviation next to title "(MD4SG)"
Added age and birth year