Concepedia

David Sontag

DS

Statistics

Publications

93

Citations

12.4K

H-Index

48

Active since

2005

Affiliations

Massachusetts Institute of Technology(Current)

New York University

Courant Institute of Mathematical Sciences

Harvard University

Beth Israel Deaconess Medical Center

David Sontag is an author at Massachusetts Institute of Technology specializing in computing, machine learning, and computer science.

Publications per year

2005–2025

93

Publications

93

Recurrent Neural Networks for Multivariate Time Series with Missing Values

Zhengping Che, Sanjay Purushotham, Kyunghyun Cho et al. · Scientific Reports · 2018 · 2.1K citations · Full text

Computing, Data Science, Health Informatics +17

Character-Aware Neural Language Models

Yoon Kim, Yacine Jernite, David Sontag et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2016 · 1K citations · Full text

Computing, Computer Science, French +17

Character-Aware Neural Language Models

Yoon Kim, Yacine Jernite, David Sontag et al. · arXiv (Cornell University) · 2015 · 1K citations · Full text

Computing, Computer Science, French +17

Learning a Health Knowledge Graph from Electronic Medical Records

Maya Rotmensch, Yoni Halpern, Abdulhakim Tlimat et al. · Scientific Reports · 2017 · 425 citations · Full text

Computing, Biomedical Informatics, Health Informatics +17

Guidelines for reinforcement learning in healthcare

Omer Gottesman, Fredrik Johansson, Matthieu Komorowski et al. · Nature Medicine · 2018 · 371 citations

Business, Health Informatics, Markov Decision Processes +8

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