11 citations · 11 across the 2 of their papers we have counts for
2 papers
cs.LG2026
Towards Initialization-dependent and Non-vacuous Generalization Bounds for Overparameterized Shallow Neural Networks
Yunwen Lei, Yufeng Xie
Overparameterized neural networks often show a benign overfitting property in the sense of achieving excellent generalization behavior despite the number of parameters exceeding th…
q-bio.GN2022★ 11 cited
AGMI: Attention-Guided Multi-omics Integration for Drug Response Prediction with Graph Neural Networks
Ruiwei Feng, Yufeng Xie, Minshan Lai +3
Accurate drug response prediction (DRP) is a crucial yet challenging task in precision medicine. This paper presents a novel Attention-Guided Multi-omics Integration (AGMI) approac…