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Eli Sherman
Eli Sherman
Credo.AI
Verified email at jhu.edu - Homepage
Title
Cited by
Cited by
Year
Identification of personalized effects associated with causal pathways
I Shpitser, E Sherman
Uncertainty in artificial intelligence: proceedings of the... conference …, 2018
392018
Identification and estimation of causal effects from dependent data
E Sherman, I Shpitser
Advances in neural information processing systems 31, 2018
342018
Leveraging clinical time-series data for prediction: a cautionary tale
E Sherman, H Gurm, U Balis, S Owens, J Wiens
AMIA Annual Symposium Proceedings 2017, 1571, 2017
252017
Intervening on network ties
E Sherman, I Shpitser
Uncertainty in artificial intelligence, 975-984, 2020
172020
Leveraging machine learning to predict 30-day hospital readmission after cardiac surgery
E Sherman, D Alejo, Z Wood-Doughty, M Sussman, S Schena, CS Ong, ...
The Annals of Thoracic Surgery 114 (6), 2173-2179, 2022
112022
General identification of dynamic treatment regimes under interference
E Sherman, D Arbour, I Shpitser
International Conference on Artificial Intelligence and Statistics, 3917-3927, 2020
102020
Towards understanding the role of gender in deploying social media-based mental health surveillance models
E Sherman, K Harrigian, C Aguirre, M Dredze
Proceedings of the Seventh Workshop on Computational Linguistics and …, 2021
82021
Searching for explanations: Testing social scientific methods in synthetic ground-truthed worlds
AC Schmidt, CJ Cameron, C Lowman, J Brulé, AJ Deshpande, SA Fatemi, ...
Computational and Mathematical Organization Theory, 1-32, 2023
22023
AI Risk Profiles: A Standards Proposal for Pre-deployment AI Risk Disclosures
E Sherman, I Eisenberg
Proceedings of the AAAI Conference on Artificial Intelligence 38 (21), 23047 …, 2024
2024
OBSERVATIONAL CAUSAL INFERENCE FOR NETWORK DATA SETTINGS
E Sherman
Johns Hopkins University, 2022
2022
RTHP-43 (LTBK-02). MULTI-TIME POINT EVALUATION OF PERIPHERAL BLOOD MYELOID-DERIVED SUPPRESSOR CELL AND LYMPHOCYTE POPULATIONS IN PATIENTS WITH NEWLY DIAGNOSED GLIOBLASTOMA …
L Sloan, R Sen, M Doucet, L Blosser, I Shpitser, E Sherman, N San, ...
Neuro-Oncology 21 (Supplement_6), vi283-vi283, 2019
2019
Supplement to General Identification of Dynamic Treatment Regimes Under Interference
E Sherman, D Arbour, I Shpitser
Appendix to: Intervening on Network Ties
E Sherman, I Shpitser
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Articles 1–13