Maithra Raghu
| Maithra Raghu | |
|---|---|
| Born | |
| 🎓 Alma mater | Cornell University (Ph.D., M.S.) University of Cambridge (M.A., B.A.) |
| 💼 Occupation | |
| 🏅 Awards |
|
| 🌐 Website | Personal website |
Maithra Raghu is a British-American computer scientist who works on machine learning and artificial intelligence. Her research develops techniques to understand artificial neural networks, using them to inform machine learning design and human-AI collaboration. She was part of the Forbes 30 Under 30 list in 2019.[1] She is a Research Scientist at Google Brain.[2]
Early life and education
Raghu did her high school education in London. She was part of the UK national team for the China Girls Mathematical Olympiad in 2010, where she won a bronze medal.[3][4][5]
She completed her BA and Masters in mathematics at the University of Cambridge (Trinity College). Raghu then pursued a PhD in computer science at Cornell University, advised by Jon Kleinberg.[6]
Career and research
Raghu's research has studied frameworks for human-AI collaboration in decision-making, with a focus on medical applications. With Jon Kleinberg, Sendhil Mullainathan and Robert Kleinberg, she designed AI systems that could predict doctor disagreements and assist in providing a medical second opinion.[7][8][9] For this work, Raghu was named to the Forbes 30 Under 30 in Science,[1][10] and a STAT Wunderkind.[2]
Awards
- STAT Wunderkinds 2020 [2]
- Forbes 30 Under 30[1]
- MIT EECS Rising Stars[11]
- China Girls Mathematical Olympiad Bronze Medal
Selected publications
- Direct Uncertainty Prediction for Medical Second Opinions. Maithra Raghu, Katy Blumer, Rory Sayres, Ziad Obermeyer, Robert Kleinberg, Sendhil Mullainathan, Jon Kleinberg; International Conference on Machine Learning 2019[7]
References
- ↑ 1.0 1.1 1.2 "Forbes Profile: Maithra Raghu". Forbes. Retrieved 2021-06-17.
- ↑ 2.0 2.1 2.2 "STAT 2020 Wunderkinds: Maithra Raghu". STAT News. Retrieved 2021-06-21.
- ↑ "British Mathematical Olympiad News: China Girls Mathematical Olympiad". British Mathematical Olympiad. 10 March 2010. Retrieved 2021-06-16.
- ↑ "British Mathematical Olympiad News: China Girls Mathematical Olympiad Results". British Mathematical Olympiad. 13 August 2010. Retrieved 2021-06-16.
- ↑ "Celebrating Mathematical Women". Plus Magazine. 9 March 2011. Retrieved 2021-06-16.
- ↑ "Jon Kleinberg Homepage". Cornell University. Retrieved 2021-06-16.
- ↑ 7.0 7.1 Raghu, Maithra; Blumer, Katy; Sayres, Rory; Obermeyer, Ziad; Kleinberg, Bobby; Mullainathan, Sendhil; Kleinberg, Jon (May 24, 2019). "Direct Uncertainty Prediction with Medical Second Opinions". Proceedings of Machine Learning Research: 5281–5290. Retrieved 2021-06-17.
- ↑ Raghu, Maithra; Blumer, Katy; Corrado, Greg; Kleinberg, Jon; Obermeyer, Ziad; Mullainathan, Sendhil (2019). "The Algorithmic Automation Problem: Prediction, Triage and Human Effort Opinions". arXiv:1903.12220 [cs.CV].
- ↑ "At Google Brain, a computer scientist focuses on data so that doctors can focus on patients instead". STAT News. Retrieved 2021-06-21.
- ↑ "San Francisco: Cornell Forbes 30 Under 30". Cornell University. Retrieved 2021-06-21.
- ↑ "Rising Stars Maithra Raghu". MIT EECS Rising Stars 2018. Retrieved 2021-06-21.
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