14 citations · 23 across the 9 of their papers we have counts for
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cs.DS2023★ 1 cited
Online Resource Allocation in Episodic Markov Decision Processes
Duksang Lee, William Overman, Dabeen Lee
This paper studies a long-term resource allocation problem over multiple periods where each period requires a multi-stage decision-making process. We formulate the problem as an on…
cs.DS2020
Test Score Algorithms for Budgeted Stochastic Utility Maximization
Dabeen Lee, Milan Vojnovic, Se-Young Yun
Motivated by recent developments in designing algorithms based on individual item scores for solving utility maximization problems, we study the framework of using test scores, def…