Shengpu Tang
6 papers · 2019–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (4) π Academic Marathon (6) π£ Hot Topic Early Bird
π
Cross-Pollinator
(13)
π
Renaissance Researcher
(5)
πΊοΈ
Taxonomy Completionist
(14)
π₯
Unstoppable
(5)
Conferences
MLHC (2)
NIPS (2)
AAAI (1)
ICML (1)
Top co-authors
Keywords
off-policy evaluation
(2)
reinforcement learning
(2)
temporal difference learning
(1)
offline reinforcement learning
(1)
model selection
(1)
decision making
(1)
policy learning
(1)
importance sampling
(1)
parameter sharing
(1)
patient risk stratification
(1)
factored action spaces
(1)
long short-term memory
(1)
recurrent neural network
(1)
counterfactual reasoning
(1)
bias-variance trade-off
(1)
clinical decision making
(1)
clinical decision support
(1)
artificial intelligence
(1)
function approximator
(1)
set-valued policy
(1)
Papers
Transforming Healthcare Decision Making Using Artiο¬cial Intelligence
AAAI 2025
Counterfactual-Augmented Importance Sampling for Semi-Offline Policy Evaluation
NIPS 2023
Leveraging Factored Action Spaces for Efficient Offline Reinforcement Learning in Healthcare
NIPS 2022
Model Selection for Offline Reinforcement Learning: Practical Considerations for Healthcare Settings
MLHC 2021
Clinician-in-the-Loop Decision Making: Reinforcement Learning with Near-Optimal Set-Valued Policies
ICML 2020
Relaxed Parameter Sharing: Effectively Modeling Time-Varying Relationships in Clinical Time-Series
MLHC 2019