10 citations · 10 across the 2 of their papers we have counts for
2 papers
cs.LG2022
On the tightness of linear relaxation based robustness certification methods
Cheng Tang
There has been a rapid development and interest in adversarial training and defenses in the machine learning community in the recent years. One line of research focuses on improvin…
cs.LG2019★ 10 cited
Exponentially convergent stochastic k-PCA without variance reduction
Cheng Tang
We present Matrix Krasulina, an algorithm for online k-PCA, by generalizing the classic Krasulina's method (Krasulina, 1969) from vector to matrix case. We show, both theoretically…