Nestor, Bret

4 publications

NeurIPS 2023 Event Stream GPT: A Data Pre-Processing and Modeling Library for Generative, Pre-Trained Transformers over Continuous-Time Sequences of Complex Events Matthew McDermott, Bret Nestor, Peniel Argaw, Isaac S Kohane

NeurIPSW 2022 Feature Restricted Group Dropout for Robust Electronic Health Record Predictions Bret Nestor, Anna Goldenberg, Marzyeh Ghassemi

MLHC 2020 Preparing a Clinical Support Model for Silent Mode in General Internal Medicine Bret Nestor, Liam G. McCoy, Amol Verma, Chloe Pou-Prom, Joshua Murray, Sebnem Kuzulugil, David Dai, Muhammad Mamdani, Anna Goldenberg, Marzyeh Ghassemi

MLHC 2019 Feature Robustness in Non-Stationary Health Records: Caveats to Deployable Model Performance in Common Clinical Machine Learning Tasks Bret Nestor, Matthew B. A. McDermott, Willie Boag, Gabriela Berner, Tristan Naumann, Michael C. Hughes, Anna Goldenberg, Marzyeh Ghassemi