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David Sontag
Associate Professor
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David Sontag joined the MIT faculty in 2017 as Hermann L. F. von Helmholtz Career Development Professor in the Institute for Medical Engineering and Science (IMES) and as Associate Professor in the Department of Electrical Engineering and Computer Science (EECS). He is also a principal investigator in the Computer Science and Artificial Intelligence Laboratory (CSAIL). Professor Sontag’s research interests are in machine learning and artificial intelligence. As part of IMES, he leads a research group that aims to transform healthcare through the use of machine learning.
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Jamie E Collins, Fredrik D Johansson, Sara Gale,Seoyoung Kim, Swastina Shrestha,David Sontag, Jacklyn Stratton, Huong Trinh, Chang Xu,Elena Losina,Daniel H Solomon
ACR open rheumatology, no. 2 (2020): 65-73
Science translational medicine, no. 568 (2020)
Ethan D Evans, Claire Duvallet,Nathaniel D Chu, Michael K Oberst, Michael A Murphy, Isaac Rockafellow,David Sontag,Eric J Alm
Scientific reports, no. 1 (2020): 17635-17635
MLHC, pp.928-949, (2020)
MLHC, pp.842-870, (2020)
Michael Oberst,Fredrik D. Johansson,Dennis Wei, Tian Gao, Gabriel Brat,David A. Sontag,Kush R. Varshney
AISTATS, pp.788-798, (2020)
ICML, pp.1211-1219, (2020)
ICML, pp.6661-6671, (2020)
Pacific Symposium on Biocomputing. Pacific Symposium on Biocomputing, (2020): 19-30
KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining
Virtual Event..., pp.1937-1947, (2020)
Johansson Fredrik D., Wei Dennis, Oberst Michael, Gao Tian, Brat Gabriel,Sontag David,Varshney Kush R.
international conference on artificial intelligence and statistics, pp.788-798, (2019)
international conference on artificial intelligence and statistics, (2019): 527-536
pacific symposium on biocomputing, (2019): 19
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