2 citations · 3 across the 2 of their papers we have counts for
3 papers
cs.CR2021★ 2 cited
Cyber Intrusion Detection by Using Deep Neural Networks with Attack-sharing Loss
Boxiang Dong, Hui, Wang +5
Cyber attacks pose crucial threats to computer system security, and put digital treasuries at excessive risks. This leads to an urgent call for an effective intrusion detection sys…
math.OC2021★ 1 cited
On a Faster -Linear Convergence Rate of the Barzilai-Borwein Method
Dawei Li, Ruoyu Sun
The Barzilai-Borwein (BB) method has demonstrated great empirical success in nonlinear optimization. However, the convergence speed of BB method is not well understood, as the know…
cs.LG2019
Sub-Optimal Local Minima Exist for Neural Networks with Almost All Non-Linear Activations
Tian Ding, Dawei Li, Ruoyu Sun
Does over-parameterization eliminate sub-optimal local minima for neural networks? An affirmative answer was given by a classical result in [59] for 1-hidden-layer wide neural netw…