Publications

Conference Proceedings

• Saha, D., Chan, A., Stacy, B., Javkar, K., Patkar, S. & Mazurek, M.L. User attitudes on commercial genetic testing. Proceedings of 5th IEEE European Symposium on Security and Privacy (EuroS&P) 2020. Virtual Conference. [Paper]
• Saha, D., Schumann, C., McElfresh, D.C., Dickerson, J.P., Mazurek, M.L. & Tschantz, M.C. Measuring non-expert comprehension of machine learning fairness metrics. 37th International Conference on Machine Learning (ICML) 2020. Virtual Conference. [Paper]
• Saha, D., Schumann, C., McElfresh, D.C., Dickerson, J.P., Mazurek, M.L. & Tschantz, M.C. Human comprehension of fairness in machine learning. Proceedings of the 3rd AAAI/ACM Conference on AI, Ethics, and Society (AIES) 2020. New York, NY. [Abstract] [ArXiv paper]
• Saha, D., Stacy, B., Javkar, K., Patkar, S. & Mazurek, M.L. Genomes on demand: user attitudes on commercial DNA testing. Proceedings of the 14th Symposium on Usable Privacy and Security (SOUPS) 2018. Baltimore, MD. [Poster abstract]
• Saha, D., Yan, H., Zhang, L., Muse, T., Chen, Q., Zhang, F., Mattay, V.S., Yue, W., Zhang, D., Weinberger, D.R. & Tan, H. Genetic risk for schizophrenia during working memory computation. Biological Psychiatry (SOBP) 2015, Program No. 160.312: 122S. Toronto, ON. [Poster abstract]
• Ma, Y., Saha, D., Chen, Q., Weinberger, D.R. & Tan, H. Compensatory mechanism involved in math fluency. Neuroscience (SfN) 2014, Program No. 19.03. Washington, DC. [Abstract]

Journal Articles

• Leitch, T. & Saha, D. Imputing missing values in the occupational requirements survey. In progress. [ArXiv paper]
• Seifert, L.L., Si, C., Saha, D., Sadic, M., de Vries, M., Ballentine, S., Briley, A., Wang, G., Valero-Jiminez, A.M., Mohamed, A., Schaefer, U., Moulton, H.M., Garcia-Sastre, A., Tripathi, S., Rosenberg, B.R. & Dittmann, M. The ETS transcription factor ELF1 regulates a broadly antiviral program distinct from the type I interferon response. PLOS Pathogens 2019, 15(11): e1007634. [Article]
• Wu, X., Thi, V.L.D., Huang, Y., Billerbeck, E., Saha, D., Hoffmann, H., Wang, Y., Silva, L.A.V., Sarbanes, S., Sun, T., Andrus, L., Yu, Y., Quirk, C., Li, M., MacDonald, M.R., Schneider, W.M., An, X., Rosenberg, B.R. & Rice, C.M. Intrinsic immunity shapes viral resistance of stem cells. Cell 2018, 172(3): 423-438. [Article]
• Kaplan, C.M., Saha, D., Molina, J.L., Hockheimer, W.D., Postell, E.M., Apud, J.A., Weinberger, D.R. & Tan, H. Estimating changing contexts in schizophrenia. Brain 2016, 139(7): 2082-2095. [Article]

dsaha@cs.umd.edu

Data Scientist
MS, Computer Science
University of Maryland, College Park