10 citations · 41 across the 24 of their papers we have counts for
4 papers · 2 filters
Distributed stochastic optimization with large delays
Zhengyuan Zhou, Panayotis Mertikopoulos, Nicholas Bambos +2
One of the most widely used methods for solving large-scale stochastic optimization problems is distributed asynchronous stochastic gradient descent (DASGD), a family of algorithms…
Solving Linear Programs with Fast Online Learning Algorithms
Wenzhi Gao, Dongdong Ge, Chunlin Sun +1
This paper presents fast first-order methods for solving linear programs (LPs) approximately. We adapt online linear programming algorithms to offline LPs and obtain algorithms tha…
From an Interior Point to a Corner Point: Smart Crossover
Dongdong Ge, Chengwenjian Wang, Zikai Xiong +1
Identifying optimal basic feasible solutions to linear programming problems is a critical task for mixed integer programming and other applications. The crossover method, which aim…
An Improved Analysis of LP-based Control for Revenue Management
Guanting Chen, Xiaocheng Li, Yinyu Ye
In this paper, we study a class of revenue management problems where the decision maker aims to maximize the total revenue subject to budget constraints on multiple type of resourc…