Publications

2015
Green B, Caro A, Conway M, Manduca R, Plagge T, Miller A. Mining Administrative Data to Spur Urban Revitalization. KDD '15: The 21st ACM SIGKDD Conference on Knowledge Discovery and Data Mining [Internet]. 2015. Presentation Video kdd2015.pdf
Green B. Testing and Quantifying Collective Intelligence, in Collective Intelligence 2015. Santa Clara, CA ; 2015. ci2015-paper.pdf
2017
Green B, Bardunias P, Turner JS, Nagpal R, Werfel J. Excavation and aggregation as organizing factors in de novo construction by mound-building termites. Proceedings of the Royal Society B [Internet]. 2017;284 (1856). Publisher's Version 17-prsb.pdf 17-prsb-supp.pdf
Green B, Cunningham G, Ekblaw A, Kominers P, Linzer A, Crawford S. Open Data Privacy: A risk-benefit, process-oriented approach to sharing and protecting municipal data. Berkman Klein Center Research Publication [Internet]. 2017. Publisher's Version opendataprivacy.pdf
Green B, Horel T, Papachristos A. Modeling contagion through social networks to explain and predict gunshot violence in Chicago, 2006 to 2014. JAMA Internal Medicine [Internet]. 2017;177 (3) :326-333. Publisher's Version jama-iternmed-17.pdf jamaim-supplement.pdf
2018
Green B, Hu L. The Myth in the Methodology: Towards a Recontextualization of Fairness in Machine Learning. Machine Learning: The Debates workshop at the 35th International Conference on Machine Learning (ICML). 2018. 18-icmldebates.pdf
Green B. “Fair” Risk Assessments: A Precarious Approach for Criminal Justice Reform. 5th Workshop on Fairness, Accountability, and Transparency in Machine Learning (FAT/ML 2018). 2018. 18-fatml.pdf
2019
Green B. The Smart Enough City: Putting Technology in Its Place to Reclaim Our Urban Future. MIT Press; 2019. Publisher's Version
Green B, Chen Y. Disparate Interactions: An Algorithm-in-the-Loop Analysis of Fairness in Risk Assessments, in Conference on Fairness, Accountability, and Transparency (FAT* '19). Atlanta, GA, USA ; 2019. 19-fat.pdf