23 citations · 23 across the 1 of their papers we have counts for
Showing cs.LGShow all
2 papers · 1 filter
cs.LG2024★ 4 cited
Transfer Learning with Reconstruction Loss
Wei Cui, Wei Yu
In most applications of utilizing neural networks for mathematical optimization, a dedicated model is trained for each specific optimization objective. However, in many scenarios,…
cs.LG2023★ 23 cited
Uncertainty Injection: A Deep Learning Method for Robust Optimization
Wei Cui, Wei Yu
This paper proposes a paradigm of uncertainty injection for training deep learning model to solve robust optimization problems. The majority of existing studies on deep learning fo…