21 citations · 67 across the 15 of their papers we have counts for
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2 papers · 1 filter
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…
cs.DS2020★ 12 cited
Simple and Fast Algorithm for Binary Integer and Online Linear Programming
Xiaocheng Li, Chunlin Sun, Yinyu Ye
In this paper, we develop a simple and fast online algorithm for solving a class of binary integer linear programs (LPs) arisen in general resource allocation problem. The algorith…