4 citations · 4 across the 1 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
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…