14 citations · 45 across the 11 of their papers we have counts for
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math.OC2020★ 3 cited
Online Resource Allocation with Stochastic Resource Consumption
Jiashuo Jiang, Jiawei Zhang
We consider an online resource allocation problem where multiple resources, each with an individual initial capacity, are available to serve random requests arriving sequentially o…
cs.LG2020★ 11 cited
Online Stochastic Optimization with Wasserstein Based Non-stationarity
Jiashuo Jiang, Xiaocheng Li, Jiawei Zhang
We consider a general online stochastic optimization problem with multiple budget constraints over a horizon of finite time periods. In each time period, a reward function and mult…