Bret Nestor
3 papers · 2019–2023 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Hot Topic Early Bird
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Keywords
ensemble learning
(1)
autoregressive generation
(1)
clinical prediction
(1)
recurrent neural network
(1)
foundation model
(1)
electronic health record
(1)
model deployment
(1)
causal dependency
(1)
gated recurrent unit
(1)
data drift
(1)
event sequence
(1)
generative pre-trained transformer
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prediction model
(1)
clinical decision support
(1)
feature robustness
(1)
patient risk prediction
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adverse event forecasting
(1)
Papers
Event Stream GPT: A Data Pre-processing and Modeling Library for Generative, Pre-trained Transformers over Continuous-time Sequences of Complex Events
NeurIPS 2023
Preparing a Clinical Support Model for Silent Mode in General Internal Medicine
MLHC 2020
Feature Robustness in Non-stationary Health Records: Caveats to Deployable Model Performance in Common Clinical Machine Learning Tasks
MLHC 2019