PDHG-Unrolled Learning-to-Optimize Method for Large-Scale Linear Programming

Bingheng Li; Linxin Yang; Yupeng Chen; Senmiao Wang; Haitao Mao; Qian Chen; Yao Ma; Akang Wang; Tian Ding; Jiliang Tang; Ruoyu Sun

2024 ICML ICML 2024

PDHG-Unrolled Learning-to-Optimize Method for Large-Scale Linear Programming

Abstract

No abstract available. No abstract was captured for this paper when its proceedings were scraped - most often an older edition published without one online. How the corpus is built.

Authors

Bingheng Li, Linxin Yang, Yupeng Chen, Senmiao Wang, Haitao Mao, Qian Chen, Yao Ma, Akang Wang, Tian Ding, Jiliang Tang, Ruoyu Sun

Topics

Machine Learning > Optimization & Theory > Optimization Deep Learning > Architectures > Neural Networks Deep Learning > Learning Types > Representation Learning

Keywords

first-order method learning to optimize channel-expansion pdhg polynomial number of neurons unrolled neural network

Download PDF