15 citations · 48 across the 14 of their papers we have counts for
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math.OC2021★ 7 cited
Scheduling with Service-Time Information: The Power of Two Priority Classes
Yan Chen, Jing Dong
Utilizing customers' service-time information, we study an easy-to-implement scheduling policy with two priority classes. By carefully designing the classes, the two-class priority…
math.OC2021★ 15 cited
A Primal-Dual Approach to Constrained Markov Decision Processes
Yi Chen, Jing Dong, Zhaoran Wang
In many operations management problems, we need to make decisions sequentially to minimize the cost while satisfying certain constraints. One modeling approach to study such proble…
math.OC2020★ 7 cited
Replica Exchange for Non-Convex Optimization
Jing Dong, Xin T. Tong
Gradient descent (GD) is known to converge quickly for convex objective functions, but it can be trapped at local minima. On the other hand, Langevin dynamics (LD) can explore the…