James Zou
Assistant Professor of Biomedical Data Science and, by courtesy, of Computer Science and Electrical Engineering at Stanford Graduate School of Business
Schools
- Stanford Graduate School of Business
Expertise
Links
Biography
Stanford Graduate School of Business
I am an Assistant Professor of Biomedical Data Science and, by courtesy, of Computer Science and Electrical Engineering at Stanford University. I work on making machine learning more reliable, human-compatible and statistically rigorous, and am especially interested in applications in human disease and health. I received my Ph.D from Harvard in 2014, and was at one time a member of Microsoft Research, a Gates Scholar at Cambridge and a Simons fellow at U.C. Berkeley. I joined Stanford in 2016 and am excited to also be a Chan-Zuckerberg Investigator. We are also a part of the Stanford AI Lab. My research is supported by the Sloan Fellowship, the NSF CAREER Award, and the Google and Tencent AI awards.
Academic Appointments
- Assistant Professor, Biomedical Data Science
- Assistant Professor (By courtesy), Computer Science
- Assistant Professor (By courtesy), Electrical Engineering
- Member, Bio-X
- Faculty Affiliate, Institute for Human-Centered Artificial Intelligence (HAI)
- Member, Stanford Cancer Institute
- Member, Wu Tsai Neurosciences Institute
Honors & Awards
- Sloan Research Fellowship, Sloan Foundation (2021)
- NSF CAREER Award, NSF (2020)
- RECOMB Best Paper, RECOMB (2019)
- Google Faculty Award, Google (2018)
- Chan-Zuckerberg Investigator, CZ Biohub (2017)
- Simons Research Fellow, Simons Foundation (2014)
- NSF GRFP, NSF (2008)
- Gates-Cambridge Scholar, Gates Foundation (2007)
Videos
Interview with James Zou - Stanford Medicine Big Data | Precision Health 2021
Data Science Seminar Series: Nov. 18, 2020: James Zou, Ph.D.
Inferring parental genomic ancestries using pooled... - James Zou - Proceedings - ISMB/ECCB 2015
7. James Zou | Plenary Session - April 10, 2018
James Zou "Contrastive learning with applications to biomedical data"
James Zou: "Deep learning for genomics: Introduction and examples"
Correcting for sample heterogeneity in epigenome-wide... - James Zou - Highlights - ISMB/ECCB 2015
A Data Centric View of XAI with Healthcare Applications - James Zou
James Zou: Computer Vision to Phenotype Human Diseases Across Physiological and Molecular Scales
B3D | James Zou, Stanford University | 9 November 2020
James Zou | What is your Data Worth? | CGSI 2019
James Zou | How to Get the Most out of your Data with Modern ML
Computer Vision to Phenotype Human Diseases Across Phys. and Molecular Scales (James Zou, Stanford)
James Zou "Tutorial of optimal transport with applications in genomics"
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