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05/21/2023
Pre-trained Mixed Integer Optimization through Multi-variable Cardinality Branching
We propose a new method to accelerate online Mixed Integer Optimization ...
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01/30/2023
Delayed Stochastic Algorithms for Distributed Weakly Convex Optimization
This paper studies delayed stochastic algorithms for weakly convex optim...
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09/02/2022
Optimal Diagonal Preconditioning: Theory and Practice
Preconditioning has been a staple technique in optimization and machine ...
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07/28/2022
HDSDP: Software for Semidefinite Programming
HDSDP is a numerical software solving the semidefinite programming probl...
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07/08/2021
Boosting Method in Approximately Solving Linear Programming with Fast Online Algorithm
In this paper, we develop a new algorithm combining the idea of “boostin...
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06/06/2021