Artur Dubrawski
Carnegie Mellon University
H-index: 30
North America-United States
Top articles of Artur Dubrawski
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Feature Learning for Interpretable, Performant Decision Trees | Advances in Neural Information Processing Systems | Jack Good Torin Kovach Kyle Miller Artur Dubrawski | 2024/2/13 |
Adapting Animal Models to Assess Sufficiency of Fluid Resuscitation in Humans (Student Abstract) | Proceedings of the AAAI Conference on Artificial Intelligence | Ryan Schuerkamp Xinyu Li Brian Kunzer Leonard S Weiss Hernando Gómez | 2024/3/24 |
Aqua: A benchmarking tool for label quality assessment | Advances in Neural Information Processing Systems | Mononito Goswami Vedant Sanil Arjun Choudhry Arvind Srinivasan Chalisa Udompanyawit | 2024/2/13 |
JoLT: Jointly Learned Representations of Language and Time-Series for Clinical Time-Series Interpretation (Student Abstract) | Yifu Cai Mononito Goswami Arjun Choudhry Arvind Srinivasan Artur Dubrawski | 2023/10/27 | |
MOMENT: A Family of Open Time-series Foundation Models | arXiv preprint arXiv:2402.03885 | Mononito Goswami Konrad Szafer Arjun Choudhry Yifu Cai Shuo Li | 2024/2/6 |
PICSR: Prototype-Informed Cross-Silo Router for Federated Learning (Student Abstract) | Proceedings of the AAAI Conference on Artificial Intelligence | Eric Enouen Sebastian Caldas Mononito Goswami Artur Dubrawski | 2024/3/24 |
Signal Quality Auditing for Time-series Data | arXiv preprint arXiv:2402.00803 | Chufan Gao Nicholas Gisolfi Artur Dubrawski | 2024/2/1 |
Data-Driven Discovery of Design Specifications (Student Abstract) | Proceedings of the AAAI Conference on Artificial Intelligence | Angela Chen Nicholas Gisolfi Artur Dubrawski | 2024/3/24 |
Broadening the Time Horizon: Adaptive Risk Scores for Time-to-Event Prediction | Chirag Nagpal Artur Dubrawski Berk Ustun | 2024 | |
Intraoperative Features Improve Model Risk Predictions After Coronary Artery Bypass Grafting | Annals of Thoracic Surgery Short Reports | Willa Potosnak Keith A Dufendach Chirag Nagpal David J Kaczorowski Pyongsoo Yoon | 2024/3/7 |
Forecasting Response to Treatment with Deep Learning and Pharmacokinetic Priors | arXiv preprint arXiv:2309.13135 | Willa Potosnak Cristian Challu Kin G Olivares Artur Dubrawski | 2023/9/22 |
Neural basis expansion analysis with exogenous variables: Forecasting electricity prices with NBEATSx | Kin G Olivares Cristian Challu Grzegorz Marcjasz Rafał Weron Artur Dubrawski | 2023/4/1 | |
Motion Informed Needle Segmentation in Ultrasound Images | arXiv preprint arXiv:2312.01239 | Raghavv Goel Cecilia Morales Manpreet Singh Artur Dubrawski John Galeotti | 2023/12/2 |
Discovery of crime event sequences with constricted spatio-temporal sequential patterns | Journal of Big Data | Piotr S Maciąg Robert Bembenik Artur Dubrawski | 2023/6/11 |
Continuous ECG monitoring should be the heart of bedside AI-based predictive analytics monitoring for early detection of clinical deterioration | Oliver J Monfredi Christopher C Moore Brynne A Sullivan Jessica Keim-Malpass Karen D Fairchild | 2023/1/1 | |
Interpretable treatment prioritization rule defines diabetic patients that benefit from prompt coronary revascularization | Journal of the American College of Cardiology | Chirag Nagpal Artur Dubrawski | 2023/3/7 |
HINT: Hierarchical Coherent Networks For Constrained Probabilistic Forecasting | Kin G Olivares David Luo Cristian Ignacio Challu Stefania La Vattiata Max Mergenthaler Canseco | 2023/7/28 | |
Reslicing ultrasound images for data augmentation and vessel reconstruction | Cecilia G Morales Jason Yao Tejas Rane Robert Edman Howie Choset | 2023/5/29 | |
Forecasting Response to Treatment with Global Deep Learning and Patient-Specific Pharmacokinetic Priors | ArXiv | Willa Potosnak Cristian Challu Kin G Olivares Artur Dubrawski | 2023/11/9 |
Verification of Fuzzy Decision Trees | IEEE Transactions on Software Engineering | Jack H Good Nicholas Gisolfi Kyle Miller Artur Dubrawski | 2023/3/2 |
Co-Authors
