| Dimensionality reduction of calcium-imaged neuronal population activity TH Koh, WE Bishop, T Kawashima, BB Jeon, R Srinivasan, SJ Kuhlman, ... bioarxiv, 2022 | 7 | 2022 |
| Causal determinants of postoperative length of stay in cardiac surgery using causal graphical learning JJR Lee, R Srinivasan, CS Ong, D Alejo, S Schena, I Shpitser, ... The Journal of Thoracic and Cardiovascular Surgery 166 (5), e446-e462, 2023 | 6 | 2023 |
| Path dependent structural equation models R Srinivasan, JJR Lee, R Bhattacharya, I Shpitser Uncertainty in Artificial Intelligence, 161-171, 2021 | 5 | 2021 |
| Finding predictors and causes of cardiac surgery ICU readmission using machine learning and causal inference J Lee, N Ahmidi, R Srinivasan, D Alejo, J Dinatale, S Schena, G Whitman, ... EUROPEAN HEART JOURNAL 40, 3575-3575, 2019 | 2* | 2019 |
| Graphical Models of Entangled Missingness R Srinivasan, R Bhattacharya, R Nabi, EL Ogburn, I Shpitser arXiv preprint arXiv:2304.01953, 2023 | 1 | 2023 |
| BEYOND CLASSICAL CAUSAL MODELS: PATH DEPENDENCE, ENTANGLED MISSINGNESS AND GENERALIZED COARSENING R Srinivasan Johns Hopkins University, 2023 | | 2023 |
| Machine Learning Improves Clinicians' Diagnosis of Heparin Induced Thrombocytopenia R Srinivasan, JJR Lee, D Alejo, J DiNatale, S Schena, G Whitman, ... 17th Annual Perioperative and Critical Care Conference, 2020 | | 2020 |
| Path Dependent Causal Models with Latent Confounding R Srinivasan, JJR Lee, N Ahmidi, I Shpitser Causal Inference Workshop, The Statistical and Applied Mathematical Sciences …, 2019 | | 2019 |
| Pathway Dependent Causal Models R Srinivasan, N Lee, Jaron J.R., Ahmidi, I Shpitser Atlantic Causal Inference Conference 2019, 2019 | | 2019 |
| Short-term Motor Learning in Larval Zebrafish R Srinivasan Carnegie Mellon University, 2016 | | 2016 |
Ilya ShpitserJohn C. Malone Associate Professor, Department of Computer Science, Johns Hopkins UniversityVerified email at cs.jhu.edu
