Research
My dissertation
“Measuring cities’ internal demographic change as the movement of emergent boundaries.” My dissertation developed a Bayesian clustering algorithm to identify emergent boundaries in cities, and measure the extent to which racial change occured by those boundaries moving. It is available for download here, and is summarized by me, and by City Lab.
Other publications
Alao, R., Bogen, M., Miao, J., Mironov, I., & Tannen, J. (2021) “How Meta is working to assess fairness in relation to race in the U.S. across its products and systems.” https://ai.facebook.com/research/publications/how-meta-is-working-to-assess-fairness-in-relation-to-race-in-the-us-across-its-products-and-systems/
Kloumann, I. & Tannen, J. (2021). “How we’re using Fairness Flow to help build AI that works well for everyone.” Facebook AI Blog.
Bakalar, C. et al (2021). “Fairness on the ground: Applying algorithmic fairness approaches to production systems.” Facebook AI Whitepaper.
Massey, D.S., & Tannen, J. (2017). “Suburbanization and segregation in the United States: 1970–2010.” Ethnic and Racial Studies, Taylor & Francis
Massey, D.S., & Tannen, J. (2016). “Segregation, Race, and the Social Worlds of Rich and Poor.” in Braun, H., & Kirsch, I., eds., The Dynamics of Opportunity in America: Evidence and Perspectives. New York: Springer.
Intrator, J., Tannen, J., & Massey, D.S. (2016). Segregation by race and income in the United States 1970–2010. Social Science Research (60). 45-60.
Massey, D.S., & Tannen, J. (2015). A Research Note on Trends in Black Hypersegregation. Demography, 1-10.
Espenshade, T.J. & Tannen, J.B.C. “Population Dynamics: Momentum of Population Growth.” In International Encyclopedia of the Social & Behavioral Sciences (Second Edition), edited by James D. Wright, Elsevier, Oxford, 2015, 572-578.
King, A.L., Roederer, A., Arney, D., Chen, S., Fortino-Mullen, M., Giannareas, A., Hanson C.W., Kern, V., Stevens, N., Tannen, J., Trevino, A.V., Park, S., Sokolsky, O., & Lee, I. (2010). “GSA: a framework for rapid prototyping of smart alarm systems.” Proceedings of the 1st ACM International Health Informatics Symposium. Association for Computing Machinery.
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