14 citations · 45 across the 11 of their papers we have counts for
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cs.DS2023
Constant Approximation for Network Revenue Management with Markovian-Correlated Customer Arrivals
Jiashuo Jiang
The Network Revenue Management (NRM) problem is a well-known challenge in dynamic decision-making under uncertainty. In this problem, fixed resources must be allocated to serve cus…
cs.LG2023
Constrained Online Two-stage Stochastic Optimization: Near Optimal Algorithms via Adversarial Learning
Jiashuo Jiang
We consider an online two-stage stochastic optimization with long-term constraints over a finite horizon of periods. At each period, we take the first-stage action, observe a m…