Concepedia
Statistics
Publications
21
Citations
434
H-Index
15
Active since
2013
Affiliations
Duke University(Current)
University of Massachusetts Amherst
University of Minnesota
University of Warwick
California Institute of Technology
Yulong Lu is an author at Duke University specializing in mathematics, natural sciences, and machine learning.
Publications per year
2013–2024
Scaling Limit of the Stein Variational Gradient Descent: The Mean Field Regime
Jianfeng Lu, Yulong Lu, James Nolen · SIAM Journal on Mathematical Analysis · 2019 · 59 citations
Natural Sciences, Mathematics, Physics +16
A Universal Approximation Theorem of Deep Neural Networks for Expressing Probability Distributions
Yulong Lu, Jianfeng Lu · arXiv (Cornell University) · 2020 · 34 citations · Full text
Computing, Computer Science, Mathematics +11
A Mean-field Analysis of Deep ResNet and Beyond: Towards Provable Optimization Via Overparameterization From Depth
Yiping Lu, Chao Ma, Yulong Lu et al. · arXiv (Cornell University) · 2020 · 26 citations · Full text
Computing, Computer Science, Computer Vision +16
The factorization method for inverse elastic scattering from periodic structures
Guanghui Hu, Yulong Lu, Bo Zhang · Inverse Problems · 2013 · 25 citations
Natural Sciences, Mathematics, Mechanical Engineering +17
A priori generalization error analysis of two-layer neural networks for solving high dimensional Schrödinger eigenvalue problems
Jianfeng Lu, Yulong Lu · Communications of the American Mathematical Society · 2022 · 23 citations · Full text
Natural Sciences, Computer Science, Physics +17
1–5 of 21