Peter Watkinson
3 papers · 2020–2024 · 1 venue · across top CS/AI venues
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Achievements
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Interdisciplinary Bridge · Bronze
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Hot Topic Early Bird
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Keywords
reinforcement learning
(1)
policy evaluation
(1)
curriculum learning
(1)
class imbalance
(1)
reward design
(1)
offline learning
(1)
electronic health record
(1)
dynamic treatment regime
(1)
student-teacher learning
(1)
network training
(1)
hospital admission prediction
(1)
patient trajectory
(1)
phenotype identification
(1)
feature-time attention
(1)
neural network
(1)
sepsis dataset
(1)
Papers
Position: Reinforcement Learning in Dynamic Treatment Regimes Needs Critical Reexamination
ICML 2024
Learning of Cluster-based Feature Importance for Electronic Health Record Time-series
ICML 2022
Student-Teacher Curriculum Learning via Reinforcement Learning: Predicting Hospital Inpatient Admission Location
ICML 2020