Statistics
Publications
86
Citations
11.6K
H-Index
47
Active since
2005
David Sontag is an author at New York University specializing in engineering, data science, and machine learning.
Publications per year
2005–2024
86
86
Recurrent Neural Networks for Multivariate Time Series with Missing Values
Zhengping Che, Sanjay Purushotham, Kyunghyun Cho et al. · Scientific Reports · 2018 · 2K citations · Full text
Character-Aware Neural Language Models
Yoon Kim, Yacine Jernite, David Sontag et al. · arXiv (Cornell University) · 2015 · 1K citations · Full text
Natural Language Processing, Convolutional Neural Network, Sequence Modelling +14
Learning a Health Knowledge Graph from Electronic Medical Records
Maya Rotmensch, Yoni Halpern, Abdulhakim Tlimat et al. · Scientific Reports · 2017 · 412 citations · Full text
Guidelines for reinforcement learning in healthcare
Omer Gottesman, Fredrik Johansson, Matthieu Komorowski et al. · Nature Medicine · 2018 · 349 citations
Health Policy, Patient Safety, Sequential Decision Making +3
1–5 of 86