5 citations · 9 across the 2 of their papers we have counts for
2 papers
math.NA2020★ 4 cited
RODE-Net: Learning Ordinary Differential Equations with Randomness from Data
Junyu Liu, Zichao Long, Ranran Wang +2
Random ordinary differential equations (RODEs), i.e. ODEs with random parameters, are often used to model complex dynamics. Most existing methods to identify unknown governing RODE…
cs.LG2020★ 5 cited
Enhancing Certified Robustness via Smoothed Weighted Ensembling
Chizhou Liu, Yunzhen Feng, Ranran Wang +1
Randomized smoothing has achieved state-of-the-art certified robustness against -norm adversarial attacks. However, it is not wholly resolved on how to find the optimal base c…