Hyun-Suk Lee
4 papers · 2020–2022 · 2 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
Venues
Top co-authors
Research topics
Keywords
clinical trial
(2)
uncertainty quantification
(1)
dynamic scheduling
(1)
markov decision process
(1)
safety constraint
(1)
budget constraint
(1)
heterogeneous treatment effect
(1)
individualized treatment effect
(1)
drug combination
(1)
subgroup analysis
(1)
descriptive policy
(1)
system-agnostic learning
(1)
dose finding
(1)
patient recruitment
(1)
bayesian design
(1)
maximum tolerated dose
(1)
causal inference
(1)
patient heterogeneity
(1)
Papers
System-Agnostic Meta-Learning for MDP-based Dynamic Scheduling via Descriptive Policy
AISTATS 2022
SDF-Bayes: Cautious Optimism in Safe Dose-Finding Clinical Trials with Drug Combinations and Heterogeneous Patient Groups
AISTATS 2021
Contextual Constrained Learning for Dose-Finding Clinical Trials
AISTATS 2020
Robust Recursive Partitioning for Heterogeneous Treatment Effects with Uncertainty Quantification
NeurIPS 2020