David Sontag - Concepedia

Author

David Sontag

Also Known As

Celi, Leo Anthony, D Sontag, D. Sontag, D.A. Sontag, DAVID SONTAG, David A Sontag, David A. Sontag, David Sontag, Sontag, D, Sontag, D.

245

Publications

12.8K

Citations

H-Index

162

Concepts

All Affiliations

New York University Massachusetts Institute of Technology Courant Institute of Mathematical Sciences Harvard University Hebrew University of Jerusalem

About

David Sontag is an author at New York University specializing in engineering, data science, and machine learning.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	32	45	6.3K
2	Language Studies	6	6	2.5K
3	Management	4	4	476
4	Business	1	1	10
5	Education	1	1	15

David Sontag

Publications

11.6K

Citations

H-Index

Page 1

	Year	Citations
Recurrent Neural Networks for Multivariate Time Series with Missing Values Zhengping Che, Sanjay Purushotham, Kyunghyun Cho, Scientific Reports	2018	2K
Character-Aware Neural Language Models Yoon Kim, Yacine Jernite, David Sontag, Proceedings of the AAAI Conference on Artificial Intelligence Natural Language ProcessingConvolutional Neural NetworkSequence ModellingEngineeringCharacter Inputs	2016	1K
Character-Aware Neural Language Models Yoon Kim, Yacine Jernite, David Sontag, arXiv (Cornell University) Natural Language ProcessingConvolutional Neural NetworkSequence ModellingEngineeringCharacter Inputs	2015	1K
Learning a Health Knowledge Graph from Electronic Medical Records Maya Rotmensch, Yoni Halpern, Abdulhakim Tlimat, Scientific Reports	2017	412
Guidelines for reinforcement learning in healthcare Omer Gottesman, Fredrik Johansson, Matthieu Komorowski, Nature Medicine Health PolicyPatient SafetySequential Decision MakingPublic HealthLearning Control	2018	349
BLOG: Probabilistic Models with Unknown Objects Brian Milch, Bhaskara Marthi, Stuart Russell, The MIT Press eBooks EngineeringMachine LearningSemanticsUnknown ObjectsStatistical Relational Learning	2007	337
Creating an automated trigger for sepsis clinical decision support at emergency department triage using machine learning Steven Horng, David Sontag, Yoni Halpern, PLoS ONE	2017	304
Causal Effect Inference with Deep Latent-Variable Models Christos Louizos, Uri Shalit, Joris M. Mooij, arXiv (Cornell University) EngineeringMachine LearningCausal Effect InferenceCausal EffectsCausal Relation Extraction	2017	293
Learning Low-Dimensional Representations of Medical Concepts. Youngduck Choi, Chill Yi-I Chiu, David Sontag PubMed EngineeringMachine LearningMedical ConceptsIcd9 CodesText Mining	2016	268
Large language models are few-shot clinical information extractors Monica Agrawal, Stefan Hegselmann, Hunter Lang, Structured PredictionEngineeringMachine LearningCorpus LinguisticsLanguage Processing	2022	266

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