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Ilbin Lee
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Year
Estimating the cost savings of preventive dental services delivered to Medicaid‐enrolled children in six southeastern states
I Lee, S Monahan, N Serban, PM Griffin, SL Tomar
Health services research 53 (5), 3592-3616, 2018
342018
Simplex algorithm for countable-state discounted Markov decision processes
I Lee, MA Epelman, HE Romeijn, RL Smith
Operations Research 65 (4), 1029-1042, 2017
252017
Effective hospital readmission prediction models using machine-learned features
S Davis, J Zhang, I Lee, M Rezaei, R Greiner, FA McAlister, R Padwal
BMC Health Services Research 22 (1), 1415, 2022
142022
The curse of passive data collection in batch reinforcement learning
C Xiao, I Lee, B Dai, D Schuurmans, C Szepesvari
International Conference on Artificial Intelligence and Statistics, 8413-8438, 2022
142022
Regularized optimization with spatial coupling for robust decision making
Y Zheng, I Lee, N Serban
European Journal of Operational Research 270 (3), 898-906, 2018
112018
On the sample complexity of batch reinforcement learning with policy-induced data
C Xiao, I Lee, B Dai, D Schuurmans, C Szepesvari
arXiv preprint arXiv:2106.09973, 2021
92021
Solving large batches of linear programs
I Lee, S Curry, N Serban
INFORMS Journal on Computing 31 (2), 302-317, 2019
72019
Global sensitivity analysis via a statistical tolerance approach
S Curry, I Lee, S Ma, N Serban
European journal of operational research 296 (1), 44-59, 2022
42022
Extreme point characterization of constrained nonstationary infinite-horizon Markov decision processes with finite state space
I Lee, MA Epelman, HE Romeijn, RL Smith
Operations Research Letters 42 (3), 238-245, 2014
32014
Variable Partitioning for Distributed Optimization
Y Zheng, I Lee, N Serban
arXiv preprint arXiv:1710.08994, 2017
22017
Parallel subgradient algorithm with block dual decomposition for large-scale optimization
Y Zheng, Y Xie, I Lee, A Dehghanian, N Serban
European journal of operational research 299 (1), 60-74, 2022
12022
The Effect of Wildfire Suppression Resources: Targeting Fire Groups with Enhanced Treatment Effect
M Rezaei, I Lee, J Beverly
Available at SSRN 4554313, 2023
2023
Is Separately Modeling Subpopulations Beneficial for Sequential Decision-Making?
I Lee
Operations Research, 2023
2023
Impact of preventive dental care on downstream healthcare utilization and cost for Medicaid-enrolled children in Georgia and South Carolina
I Lee, S Monahan, N Serban, P Griffin, SL Tomar
APHA 2016 Annual Meeting & Expo (Oct. 29-Nov. 2, 2016), 2016
2016
Quantifying Differences between Variation in Cost and Utilization for Medicaid-Enrolled Children across Fourteen States and Three Years
N Serban, P Griffin, I Lee, S Monahan, SL Tomar
APHA 2016 Annual Meeting & Expo (Oct. 29-Nov. 2, 2016), 2016
2016
Investigation Planning in Data Analysis
I Lee, S Sohrabi, A Riabov, O Udrea
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Articles 1–16