23 citations · 30 across the 3 of their papers we have counts for
3 papers
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…
hep-th2022★ 5 cited
Machine Learning on generalized Complete Intersection Calabi-Yau Manifolds
Wei Cui, Xin Gao, Juntao Wang
Generalized Complete Intersection Calabi-Yau Manifold (gCICY) is a new construction of Calabi-Yau manifolds established recently. However, the generation of new gCICYs using standa…
quant-ph2022★ 2 cited
Efficient Quantum Feature Extraction for CNN-based Learning
Tong Dou, Guofeng Zhang, Wei Cui
Recent work has begun to explore the potential of parametrized quantum circuits (PQCs) as general function approximators. In this work, we propose a quantum-classical deep network…